Updated on 2024/04/22

写真a

 
IMAI Keiko
 
Organization
Faculty of Science and Engineering Professor
Other responsible organization
Information and System Engineering Course of Graduate School of Science and Engineering, Master's Program
Electrical Engineering and Information Systems Course of Graduate School of Science and Engineering, Doctoral Program
Contact information
The inquiry by e-mail is 《here
External link

Degree

  • Doctor of Science ( Tsuda College )

Education

  • 1985.3
     

    Tsuda College   Graduate School, Division of Natural Science   doctor course   finished without a degree after completion of required course credits

Research History

  • 2017.4 - 2023.3

    Chuo University High School   Principal

  • 1999.4 -  

    Chuo University   Department of Information and Engineering Faculty of Science and Engineering   Professor

  • 1992.4 - 1999.3

    Chuo University   Faculty of Science and Engineering   Associate Professor

  • 1990.4 - 1992.3

    Tsuda College   Department of Mathematics   Assistant Professor

  • 1988.4 - 1990.3

    Kyushu Institute of Technology   Information Science Center   Assistant Professor

  • 1988.2 - 1988.3

    The University of Tokyo   Department of Mathematical Engineering and Information Physics Faculty of Engineering   Assistant Professor

  • 1985.4 - 1988.2

    The University of Tokyo   Department of Mathematical Engineering and Information Physics Faculty of Engineering   Research Associate

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Professional Memberships

  • 情報処理学会

  • 日本応用数理学会

  • 電子情報通信学会

  • 日本数学会

  • 日本オペレーションズ・リサーチ学会

  • 地理情報システム学会

  • Association for Computing Machinery

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Research Interests

  • Infofmation Science

Research Areas

  • Informatics / Theory of informatics  / 情報学基礎理論

Papers

  • Minimum point-overlap labelling Reviewed

    Yuya Higashikawa, Keiko Imai, Takeharu Shiraga, Noriyoshi Sukegawa, Yusuke Yokosuka

    Optimization Methods and Software   36 ( 2-3 )   316 - 325   2020.10

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Taylor & Francis Online  

    DOI: 10.1080/10556788.2020.1833880

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  • Extended formulations of lower-truncated transversal polymatroids Reviewed

    Hiroshi Imai, Keiko Imai, Hidefumi Hiraishi

    Optimization Methods and Software   2020.7

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    DOI: 10.1080/10556788.2020.1769619

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  • Automatic Drawing for Tokyo Metro Map Reviewed

    Masahiro Onda, Masaki Moriguchi, Keiko Imai

    Proceedings of the European Workshop on Computational Geometry   2018.3

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  • Polynomial time algorithms for label size maximization on rotating maps Reviewed

    Yusuke Yokosuka, Keikoi Imai

    Journal of Information Processing   25   572 - 579   2017.8

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Information Processing Society of Japan  

    Map labeling is the problem of placing labels at corresponding graphical features on a map. There are two main optimization problems: the label number maximization problem and the label size maximization problem. In general, both problems are NP-hard for static maps. Recently, the widespread use of several applications, such as personal mapping systems, has increased the importance of dynamic maps and the label number maximization problem for dynamic cases has been studied. In this paper, we consider the label size maximization problem for points on rotating maps. Our model is as follows. For each label, an anchor point is chosen inside the label or on its boundary. Each label is placed such that the anchor point coincides with the corresponding point on the map. Furthermore, while the map fully rotates from 0 to 2π, the labels are placed horizontally according to the angle of the map. Our problem consists of finding the maximum scale factor for the labels such that the labels do not intersect, and determining the placing of the anchor points. We describe an O(n log n)-time and O(n)-space algorithm for the case where each anchor point is inside the label. Moreover, if the anchor points are on the boundaries, we also present an O(n log n)-time and O(n)-space exact and approximation algorithms for several label shapes.

    DOI: 10.2197/ipsjjip.25.572

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  • Generation and Optimization of Multi-View Wireart

    Suzuki Ren, Moriguchi Masaki, Imai Keiko

    Proceedings of JSPE Semestrial Meeting   2017   583 - 584   2017

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    Language:Japanese   Publisher:The Japan Society for Precision Engineering  

    DOI: 10.11522/pscjspe.2017S.0_583

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  • Minimum point-overlap labeling Reviewed

    Yuya Higashikawa, Keiko Imai, Yusuke Matsumoto, Noriyoshi Sukegawa, Yusuke Yokosuka

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   10236   334 - 344   2017

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:Springer Verlag  

    In the air-traffic control, the information related to each air-plane needs to be always displayed as the label. Motivated by this appli-cation, de Berg and Gerrits (Comput. Geom. 2012) presented free-label maximization problem, where the goal is to maximize the number of intersection-free labels. In this paper, we introduce an alternative label-ing problem for the air-traffic control, called point-overlap minimization. In this problem, we focus on the number of overlapping labels at a point in the plane, and minimize the maximum among such numbers. Instead of maximizing the number of readable labels as in the free-label maximiza-tion, we here minimize the cost required for making unreadable labels readable. We provide a 4-approximation algorithm using LP rounding for arbitrary rectangular labels and a faster combinatorial 8-approximation algorithm for unit-square labels.

    DOI: 10.1007/978-3-319-57586-5_28

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  • On Total Unimodularity of Edge–Edge Adjacency Matrices Reviewed

    Yusuke Matsumoto, Naoyuki Kamiyama, Keiko Imai

    Algorithmica   67 ( 2 )   277 - 292   2013.10

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    Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media LLC  

    DOI: 10.1007/s00453-013-9804-1

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  • Polynomial Time Algorithms for Label Size Maximization on Rotating Maps Reviewed

    Yusuke Yokosuka, Keiko Imai

    Proceedings of the 25th Canadian Conference on Computational Geometry   187 - 192   2013.8

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  • An approximation algorithm dependent on edge-coloring number for minimum maximal matching problem Reviewed

    Yusuke Matsumoto, Naoyuki Kamiyama, Keiko Imai

    INFORMATION PROCESSING LETTERS   111 ( 10 )   465 - 468   2011.4

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:ELSEVIER SCIENCE BV  

    We consider the minimum maximal matching problem, which is NP-hard (Yannakakis and Gavril (1980) [18]). Given an unweighted simple graph G = (V, E), the problem seeks to find a maximal matching of minimum cardinality. It was unknown whether there exists a non-trivial approximation algorithm whose approximation ratio is less than 2 for any simple graph. Recently, Z. Gotthilf et al. (2008) [5] presented a (2 - c log vertical bar V vertical bar/vertical bar V vertical bar) approximation algorithm, where c is an arbitrary constant.
    In this paper, we present a (2 - 1/X'(G))-approximation algorithm based on an LP relaxation, where X'(G) is the edge-coloring number of G. Our algorithm is the first non-trivial approximation algorithm whose approximation ratio is independent of vertical bar V vertical bar. Moreover, it is known that the minimum maximal matching problem is equivalent to the edge dominating set problem. Therefore, the edge dominating set problem is also (2 - 1/X'(G)-approximable. From edge-coloring theory, the approximation ratio of our algorithm is 2 - 1/Delta(G)+1, where Delta(G) represents the maximum degree of G. In our algorithm, an LP formulation for the edge dominating set problem is used. Fujito and Nagamochi (2002) [4] showed the integrality gap of the LP formulation for bipartite graphs is at least 2 - 1/Delta(G). Moreover, X'(G) is Delta(G) for bipartite graphs. Thus, as far as an approximation algorithm for the minimum maximal matching problem uses the LP formulation, we believe our result is the best possible. (C) 2011 Elsevier B.V. All rights reserved.

    DOI: 10.1016/j.ipl.2011.02.006

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  • On totally unimodularity of edge-edge adjacency matrices Reviewed

    Yusuke Matsumoto, Naoyuki Kamiyama, Keiko Imai

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)   6842   354 - 365   2011

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    We consider totally unimodularity for edge-edge adjacency matrices which represent a relationship between two edges in a graph. The matrices appear in integer programming formulations for the minimum maximal matching problem and the edge dominating set problem. We consider a problem of characterizing graphs having totally unimodular matrices as their edge-edge adjacency matrices, and give a necessary and sufficient condition for the characterization. The condition is the first characterization for edge-edge adjacency matrices. © 2011 Springer-Verlag.

    DOI: 10.1007/978-3-642-22685-4_32

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  • Distance k-sectors exist Reviewed

    Keiko Imai, Akitoshi Kawamura, Jiri Matousek, Daniel Reem, Takeshi Tokuyama

    COMPUTATIONAL GEOMETRY-THEORY AND APPLICATIONS   43 ( 9 )   713 - 720   2010.11

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    The bisector of two nonempty sets P and Q in R-d is the set of all points with equal distance to P and to Q. A distance k-sector of P and Q, where k >= 2 is an integer, is a (k - 1)-tuple (C-1, C-2 ..... Ck-1) such that C-i is the bisector of Ci-1 and Ci+1 for every i = 1.2 ..... k - 1, where C-0 = P and C-k = Q. This notion, for the case where P and Q are points in R-2, was introduced by Asano, Matousek, and Tokuyama, motivated by a question of Murata in VLSI design. They established the existence and uniqueness of the distance 3-sector in this special case. We prove the existence of a distance k-sector for all k and for every two disjoint, nonempty, closed sets P and Q in Euclidean spaces of any (finite) dimension (uniqueness remains open), or more generally, in proper geodesic spaces. The core of the proof is a new notion of k-gradation for P and Q, whose existence (even in an arbitrary metric space) is proved using the Knaster-Tarski fixed point theorem, by a method introduced by Reem and Reich for a slightly different purpose. (C) 2010 Elsevier B.V. All rights reserved.

    DOI: 10.1016/j.comgeo.2010.05.001

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  • 安全性を考慮した集団下校経路の作成 -階層型施設配置モデルの適用- Reviewed

    吉田祐太, 今井桂子

    オペレーションズ・リサーチ: 経営の科学   55 ( 8 )   453 - 458   2010.8

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:日本オペレーションズ・リサーチ学会  

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  • An Approximation Algorithm Dependent on Edge-coloring Number for Minimum Maximal Matching Problem Reviewed

    Yusuke Matsumoto, Naoyuki Kamiyama, Keiko Imai

    Proceedings of the 13th Japan-Korea Joint Workshop on Algorithms and Computation   80 - 85   2010.7

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  • Distance k-Sectors Exist Reviewed

    Keiko Imai, Akitoshi Kawamura, Jiri Matousek, Daniel Reem, Takeshi Tokuyama

    PROCEEDINGS OF THE TWENTY-SIXTH ANNUAL SYMPOSIUM ON COMPUTATIONAL GEOMETRY (SCG'10)   210 - 215   2010

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:ASSOC COMPUTING MACHINERY  

    The bisector of two nonempty sets P and Q in R(d) is the set of all points with equal distance to P and to Q. A distance k-sector of P and Q, where k >= 2 is an integer, is a (k - 1)-tuple (C(1),C(2), ... , C(k-1)) such that C(i) is the bisector of C(i-1) and C(i+1) for every i = 1, 2, ... , k - 1, where C(0) = P and C(k) = Q. This notion, for the case where P and Q are points in R(2), was introduced by Asano, MatouSek, and Tokuyama, motivated by a question of Murata in VLSI design. They established the existence and uniqueness of the distance 3-sector in this special case. We prove the existence of a distance k-sector for all k and for every two disjoint, nonempty, closed sets P and Q in Euclidean spaces of any ( nite) dimension (uniqueness remains open), or more generally, in proper geodesic spaces. The core of the proof is a new notion of k-gradation for P and Q, whose existence (even in an arbitrary metric space) is proved using the Knaster-Tarski xed point theorem, by a method introduced by Reem and Reich for a slightly di erent purpose.

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  • Guaranteed-quality anisotropic mesh generation for domains with curved boundaries Reviewed

    Yusuke Yokosuka, Keiko Imai

    COMPUTER-AIDED DESIGN   41 ( 5 )   385 - 393   2009.5

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:ELSEVIER SCI LTD  

    Anisotropic mesh generation is important for interpolation and numerical modeling. Recently, Labelle and Shewchuk proposed a two-dimensional guaranteed-quality anisotropic mesh generation algorithm called a Voronoi refinement algorithm. This algorithm treats only domains with straight lines as inputs. In many applications, however, input domains have many curves and the exact representation of curves is required for efficient numerical modeling. In this paper, we extend the Voronoi refinement algorithm and propose it as a guaranteed-quality anisotropic mesh generation algorithm for domains with curved boundaries. Some experimental results are also shown. (C) 2008 Elsevier Ltd. All rights reserved.

    DOI: 10.1016/j.cad.2008.08.010

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  • 距離k分割線と一般図形のゾーン図の存在と一意性について

    今井桂子, 河村彰星, 村松悠, 徳山豪

    京都大学数理解析研究所講究録   1649   236 - 243   2009.5

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    Other Link: http://hdl.handle.net/2433/140731

  • Distance k-Sectors and Zone Diagrams Reviewed

    Keiko Imai, Akitoshi Kawamura, Jiri Matousek, Yu Muramatsu, Takeshi Tokuyama

    Proceedings of the 25th European Workshop on Comutational Geometry   191 - 195   2009.3

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  • Computational geometry analysis of quantum state space and its applications Reviewed

    Kimikazu Kato, Mayumi Oto, Hiroshi Imai, Keiko Imai

    Studies in Computational Intelligence   158   67 - 108   2009

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    We show some coincidences of Voronoi diagrams in a quantum state space with respect to some distances. This means a computational geometry interpretation of a structure of a quantum state space. More properly, we investigate the Voronoi diagrams with respect to the divergence, Fubini-Study distance, Bures distance, geodesic distance and Euclidean distance. As an application of it, we explain an effective algorithm tocompute the Holevo capacity of one-qubit quantum channel. The effectiveness of the algorithm is supported by the coincidence of Voronoi diagrams. Moreover, our result provides insights into the applicability of the same method to a higher level system. © 2009 Springer-Verlag Berlin Heidelberg.

    DOI: 10.1007/978-3-540-85126-4_4

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  • Computational geometry analysis of quantum state space and its applications Reviewed

    Kimikazu Kato, Mayumi Oto, Hiroshi Imai, Keiko Imai

    Studies in Computational Intelligence   158   67 - 108   2009

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Springer  

    We show some coincidences of Voronoi diagrams in a quantum state space with respect to some distances. This means a computational geometry interpretation of a structure of a quantum state space. More properly, we investigate the Voronoi diagrams with respect to the divergence, Fubini-Study distance, Bures distance, geodesic distance and Euclidean distance. As an application of it, we explain an effective algorithm tocompute the Holevo capacity of one-qubit quantum channel. The effectiveness of the algorithm is supported by the coincidence of Voronoi diagrams. Moreover, our result provides insights into the applicability of the same method to a higher level system. © 2009 Springer-Verlag Berlin Heidelberg.

    DOI: 10.1007/978-3-540-85126-4_4

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  • Smallest enclosing ball problem in a quantum state space and its application Reviewed

    Kimikazu Kato, Hiroshi Imai, Keiko Imai

    Proceedings of the 5th International Symposium on Voronoi Diagrams in Science |rn|and Engineering   123 - 132   2008.9

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  • Error Analysis of Numerical Calculation about One-Qubit Quantum Channel Capacity Reviewed

    Kimikazu Kato, Hiroshi Imai, Keiko Imai

    Proceedings of the 4th International Symposium on Voronoi Diagrams in Science and Engineering   276 - 281   2007.6

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  • Curved voronoi diagrams consisting of influence areas with differentiable boundaries Reviewed

    Yusuke Matsumoto, Keiko Imai, Hisashi Suzuki

    ISVD 2007: THE 4TH INTERNATIONAL SYMPOSIUM ON VORONOI DIAGRAMS IN SCIENCE AND ENGINEERING 2007, PROCEEDINGS   270 - 275   2007

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:IEEE COMPUTER SOC  

    In this paper, we incorporate the concept of differentiability into Voronoi diagrams. We consider the influence area diagrams consisting of areas with differentiable boundaries. The diagram is called a curved Voronoi diagram. Any level of differentiability can be used in the definition of the curved Voronoi diagram depending on its applications. One of the applications is path planning for car-like robots in an area with obstacles. Car-like robots can easily drive along a path consisting of clothoid curve segments, circular arcs, and line segments. Therefore, we discuss a method for constructing a clothoid curve, circle, and line (CCL) diagram.

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  • 多角形障害物のある領域における車両型ロボットの安全で滑らかな経路生成 Reviewed

    松本雄介, 鈴木一平, 今井桂子

    日本応用数理学会論文誌   16 ( 4 )   631 - 649   2006.12

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    In this paper, we consider a path planning problem for a car-like robot with nonholonomic constraints in motion planning. The path should be smooth and the steering angle has to change continuously. Various techniques have been proposed. However, those methods vary the angular velocity or they do not give a consideration to obstacles in the work space. We propose a new method of finding a path by the Voronoi graph and the clothoid curve which has uniform angular velocity. By using the obtained path, the robot can move smoothly and avoid collision with the obstacles as far as possible.

    DOI: 10.11540/jsiamt.16.4_631

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  • Voronoi Diagrams and a Numerical Estimation of a Quantum Channel Capacity Reviewed

    Kimikazu Kato, Mayumi Oto, Hiroshi Imai, Keiko Imai

    2nd Doctoral Workshop on Mathematical and Engineering Methods in Computer Science   69 - 76   2006.10

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  • Label size maximization for rectangular node labels Reviewed

    S Toriumi, H Endo, K Imai

    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES   E89A ( 4 )   1035 - 1041   2006.4

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG  

    The label placement problem is one of the most important problems in geographic information systems, cartography, graph drawing, and graphical interface design. In this paper, we considered the label size maximization problem for points with axes-parallel rectangular labels that correspond to character strings and have different widths based on the number of characters. We propose an algorithm for computing the optimum size for the label size maximization problem in the 2-position model and a polynomial time algorithm for the problem in the 4-position model. Our algorithm cannot obtain the maximum value in the 4-position model because the label size maximization problem in the 4-position model is NP-hard. However, our algorithm is efficient in practice, as shown by computational experiments. Further, computational results for JR trains, subways and major private railroads in Tokyo are presented.

    DOI: 10.1093/ietfec/e89-a.4.1035

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  • Guaranteed-Quality Anisotropic Mesh Generation for Domains with Curves Reviewed

    Yusuke YOKOSUKA, Keiko IMAI

    European Workshop on Computational Geometry   125 - 128   2006.3

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  • On a geometric structure of pure multi-qubit quantum states and its applicability to a numerical computation Reviewed

    Kimikazu Kato, Hiroshi Imai, Mayumi Oto, Keiko Imai

    Proceedings - 3rd International Symposium on Voronoi Diagrams in Science and Engineering 2006, ISVD 2006   48 - 53   2006

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:IEEE Computer Society Press  

    For one-qubit pure quantum states, it is already proved that the Voronoi diagrams with respect to two distances -Euclidean distance and the quantum divergence - coincide. This fact is a support for a known method to calculate the Holevo capacity. To consider an applicability of this method to quantum states of a higher level system, it is essential to check if the coincidence of the Voronoi diagrams also occurs. In this paper, we show a negative result for that expectation. In other words, we mathematically prove that those diagrams no longer coincide in a higher dimension. That indicates that the method used in one-qubit case to calculate the Holevo capacity might not be effective in a higher dimension. © 2006 IEEE.

    DOI: 10.1109/ISVD.2006.27

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  • Voronoi Diagrams for 1-qubit Pure Quantum States Reviewed

    Kimikazu Kato, Mayumi Oto, Hiroshi Imai, Keiko Imai

    Proceedings of the 2nd International Symposium on Voronoi Diagrams   293 - 299   2005.10

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  • Holevo容量を求める外近似切除平面アルゴリズム

    大音真由美, 今井桂子

    電子情報通信学会論文誌   J88-A ( 8 )   922 - 925   2005.8

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  • 文字数を考慮したラベルサイズ最大化問題 Reviewed

    鳥海重喜, 遠藤久雄, 今井桂子

    第18回 回路とシステム軽井沢ワークショップ論文集   625 - 630   2005.4

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  • Computational Geometry on 1-Qubit States Reviewed

    M. Oto, H. Imai, K. Imai

    Proceedings of the International Symposium on Voronoi Diagrams in Science and Engineering (VD 2004)   145 - 151   2004.9

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  • Map label placement for points and curves Reviewed

    T Kameda, K Imai

    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES   E86A ( 4 )   835 - 840   2003.4

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG  

    The label placement problem is one of the most important problems in geographic information systems, cartography, graph drawing and graphical interface design. In this paper, we consider the problem of labeling points and curves in maps drawn from digital data. In digital maps, a curve is represented as a set of points and consists of many small segments. The label for each curve must be placed alongside the corresponding curve. We define a continuous labeling space for points and curves, and present an algorithm using this space for positioning labels. Computational results for subway and JR train maps in Tokyo are presented.

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  • Enumerating Triangulations in General Dimensions Reviewed

    H. Imai, T. Masada, F. Takeuchi, K. Imai

    International Journal of Computational Geometry and Applications   12 ( 6 )   455 - 480   2002.4

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  • 地図における点と辺に対するラベルの自動配置 Reviewed

    亀田貴之, 今井桂子

    第15回 回路とシステム(軽井沢)ワークショップ論文集   471 - 476   2002.4

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    Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)   Publisher:電子情報通信学会  

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  • GIS in Japan: Developments and Applications

    H. Imai, K. Imai, K. Inaba, K. Kubota

    Nontraditional Database System   130 - 145   2002.4

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  • An improved algorithm for the minimum Manhattan network problem Reviewed

    R Kato, K Imai, T Asano

    ALGORITHMS AND COMPUTATION, PROCEEDINGS   2518   344 - 356   2002

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:SPRINGER-VERLAG BERLIN  

    For a set S of n points in the plane, a Manhattan network on S is a geometric network G(S) such that, for each pair of points in S, G(S) contains a rectilinear path between them of length equal to their distance in the L-1-metric. The minimum Manhattan network problem is a problem of finding a Manhattan network of minimum length. Gudmundsson, Levcopoulos, and Narasimhan proposed a 4-approximation algorithm and conjectured that there is a 2-approximation algorithm for this problem. In this paper, based on a different approach, we improve their bound and present a 2-approximation algorithm.

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  • GIS and ITS Infrastructures in Japan-Standardization and Network-Algorithmic Applications

    H.Imai, K.Imai, K.Inaba, K.Kubota

    Proceeding of the International Workshop on Emerging Technologies for Geo-Based Applications   153 - 167   2000.5

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:Swiss Federal Institeute of Technology  

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  • Structures of Trigangulations of Point Reviewed

    K.Imai

    IEICE Transactions on Information and Systems, Special Issue on Algorithm Engineering: Surverys   E83-D ( 3 )   428 - 437   2000.3

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  • Computational investigations of all-terminal network reliability via BDDs Reviewed

    H Imai, K Sekine, K Imai

    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES   E82A ( 5 )   714 - 721   1999.5

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:IEICE-INST ELECTRONICS INFORMATION COMMUNICATIONS ENG  

    This paper reports computational results of a new approach of analyzing network reliability against probabilistic link failures. This problem is hard to solve exactly when it is large-scale, which is shown from complexity theory, but the approach enables us to analyze networks of moderate size, as demonstrated by our experimental results. Furthermore, this approach yields a polynomial-time algorithm for complete graphs, whose reliability provides a natural upper bound for simple networks, and also leads to an efficient algorithm for computing the dominant part of the reliability function when the failure probability is sufficiently small. Computational results for these cases are also reported. This approach thus establishes a fundamental technology of analyzing network reliability in practice.

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  • Maximin location of convex objects in a polygon and related dynamic Voronoi diagrams Reviewed

    K Imai, H Imai, T Tokuyama

    JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF JAPAN   42 ( 1 )   45 - 58   1999.3

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    This paper considers the maximin placement of a convex polygon P inside a polygon Q, and introduces several new static and dynamic Voronoi diagrams to solve the problem. It is shown that P can be placed inside Q, using translation and rotation, so that the minimum Euclidean distance between any point on P and any point on Q is maximized in O(m(4)n lambda(16)(mn) log mn)time, where m and n are the numbers of edges of P and Q, respectively, and lambda(16)(N) is the maximum length of Davenport-Schinzel sequences on N alphabets of order 16. If only translation is allowed, the problem can be solved in O(mn log mn) time. The problem of placing multiple translates of P inside Q in a maximin manner is also considered.

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  • Minimax geometric fitting of two corresponding sets of points and dynamic furthest Voronoi diagrams Reviewed

    K Imai, S Sumino, H Imai

    IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS   E81D ( 11 )   1162 - 1171   1998.11

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    This paper formulates problems of fitting two corresponding sets of points by translation, rotation and scaling, and proposes efficient algorithms for the fitting. The algorithms are based on the theory of lower envelopes, or Davenport-Schinzel sequences, and linearization techniques in computational geometry, and are related to dynamic furthest Voronoi diagrams.

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  • Jones多項式の計算 Reviewed

    関根京子, 今井浩, 今井桂子

    日本応用数理学会論文誌   8 ( 3 )   341 - 354   1998.9

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    The Jones polynomial is an invariant in knot theory. It is known that the Jones polynomial of an alternating link is related to the Tutte polynomial in graph theory. Here, it is shown that the new algorithm [11] of computing the Tutte polynomial can be applied to computing the Jones polynomial of an arbitrary link. Although a problem of computing the Jones polynomial is #P-hard, by using the planarity it can be calculated for some large links, say a link whose signed plane graph is a 10 × 10 grid graph and which has 180 crossings. A new result for the case where a knot is represented as a braid is also given.

    DOI: 10.11540/jsiamt.8.3_341

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  • BDDによる計算代数・計算幾何の不変量計算

    今井浩, 今井桂子

    数理解析研究所講究録   1041   12 - 18   1998.4

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  • Dynamic weighted Voronoi diagrams and weighted minimax matching of two corresponding point sets Reviewed

    K Imai, H Imai

    OPTIMIZATION METHODS & SOFTWARE   10 ( 2 )   261 - 274   1998

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    A weighted geometric fitting problem between two corresponding sets of points is to minimize the maximum weighted distance between two corresponding pairs of points by translating and rotating one set to the other set. For this weighted geometric fitting-problem, dynamic weighted Voronoi diagrams have been applied to obtain an almost cubic algorithm. In this paper, we show a new reduction of the problem to the two-dimensional Davenport-Schinzel sequences, and provide a much simpler proof for the almost cubic bound. The technique used for this purpose can be applied to more general cases.

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  • Network Reliability Computation - Theory and Practice Reviewed

    H.Imai, K.Sekine, K.Imai

    Information Systems and Technologies for Network Society   41 - 48   1997.9

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  • Enumerating Triangulations for Arbitrary Configurations of Points and for Products of Two Simplices

    F. Takeuchi, H. Imai, K. Imai

    数理解析研究所講究録   992   98 - 105   1997.5

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  • A branch-and-cut approach for minimum weight triangulation Reviewed

    Y Kyoda, K Imai, F Takeuchi, A Tajima

    ALGORITHMS AND COMPUTATION, PROCEEDINGS   1350   384 - 393   1997

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    This paper considers the problem of computing a minimum weight triangulation of n points in the plane, which has been intensively studied in recent years in computational geometry. This paper investigates a branch-and-cut approach for minimum weight triangulations. The problem can be formulated as finding a minimum-weight maximal independent set of intersection graphs of edges. In combinatorial optimization, there axe known many cuts for the independent set problem, and we further use a cut induced by geometric properties of triangulations. Combining this branch-and-cut approach with the beta -skeleton method, the moderate-size problem could be solved efficiently in our computational experiments. Polyhedral characterizations of the proposed cut and applications of another old skeletal approach in mathematical programming as the independent set problem are also touched upon.

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  • Enumeration of Regular Triangulations Reviewed

    T.Masada, H.Imai, K.Imai

    Proceedings of the 12th Annual ACM Symposium on Computational Geometry   224 - 233   1996.5

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  • Enumeration of Regular Triangulations

    K.Imai, H.Imai

    数理解析研究所講究録   950   126 - 132   1996.5

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  • 三角形分割と判別式、凸多面体. Reviewed

    今井桂子

    応用数理   6 ( 1 )   29 - 39   1996.3

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    Triangulations have been one of main topics in computational geometry and other fields in recent years. In the planar case, any pair of triangulation can be transformed to each other by a sequence of so-called Delaunay flips, and enumeration of all triangulations can be done by reverse search. However, there is no known result for higher-dimensional triangulations. Recently, some types of triangulations have been found to bridge geometric issues and algebraic ones. Regular triangulations are of such a type, and form a meaningful wide subclass of triangulations of points in general dimensions. Especially, regular triangulations have a close connection with discriminants of polynomials in several variables. Restricting ourselves to the class of regular triangulations in any dimensions, we know that such triangulations correspond to vertices of some polytope, and we can enumerate all regular triangulations by reverse search.

    DOI: 10.11540/bjsiam.6.1_29

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  • 3角形分割と凸多面体

    今井浩, 今井桂子

    京都大学数理解析研究所講究録   934   149 - 166   1996.1

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  • Enumeration of regular triangulations with computational results Reviewed

    T Masada, K Imai, H Imai

    ZEITSCHRIFT FUR ANGEWANDTE MATHEMATIK UND MECHANIK   76   187 - 190   1996

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    This paper reports on algorithmic results for the enumeration of regular triangulations of a set V of n points given in a (d - 1)-demensional affine space. Regular triangulations form a subclass of triangulations and have mathematical and application-related importance. For example, for higher dimensional spaces, i.e., d > 3, it is never a trivial task to generate every triangulation, but by concentrating on this subclass of regular triangulations, it becomes possible to enumerate all members of this subclass even, in higher dimensional cases. In this paper, we first describe regular triangulations and related mathematical problems, and then summarize the algorithmic results obtained so far. Some computational results are also touched upon.

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  • Enumeration of regular triangulations with computational results Reviewed

    T.Masada, K.Imai, H.Imai

    Book of Abstracts of Third International Congress on Industrial and Applied Mathematics   124   1995.7

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  • On Weighted Dynamic Voronoi Diagrams

    Keiko Imai, Hiroshi Imai

    Snapshots of Computational and Discrete Geometry   3   268 - 277   1994.7

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  • Discrete Geometry and Dapvenport-Schinzel Sequence

    Keiko Imai

    京都大学数理解析研究所講究録   872   65 - 78   1994.5

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  • GRAPHICAL DEGREE SEQUENCE PROBLEMS Reviewed

    M TAKAHASHI, K IMAI, T ASANO

    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES   E77A ( 3 )   546 - 552   1994.3

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    A sequence of nonnegative integers S - (s1, s2, ..., s(n)) is graphical if there is a graph with vertices v1, v2, ..., v(n) such that deg(v(i)) = s(i) for each i = 1, 2, ..., n. The graphical degree sequence problem is: Given a sequence of nonnegative integers, determine whether it is graphical or not. In this paper, we consider several variations of the graphical degree sequence problem and give efficient algorithms.

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  • 高次の動的Voronoi図とその応用 Reviewed

    今井桂子, 今井浩

    情報処理学会論文誌   34 ( 12 )   2458 - 2463   1993.12

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    The Voronoi diagrams for moving objects have been investigated in computational geometry. We extend the concept of the higher-order Voronoi diagram for n points in the plane to the one for the case that the coordinates are represented by polynomials or rational functions of a parameter. We show that the combin_atorial complexity of this m-th higher-order dynamic Voronoi diagram is O(n^2λ_<s+m+3>(n)) and this diagram can be constructed in O(n^2mλ_<s+m+2>(n)log n) time, where s some fixed number determined by the degree of the parameter functions and λ_s(n) is the maximum length of (n,s) Davenport Schinzel sequence. Applications of the higher-order dynamic Voronoi diagram to geometric fitting problems are also touched upon.

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  • Discrete Geometry and its Related Problems Invited

    Keiko Imai

    Proceedings of the Fifth RAMP Symposium   113 - 126   1993.10

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  • Probing a set of hyperplanes by lines and related problems Reviewed

    Y.Aoki, H.Imai, K.Imai, D.Rappaport

    Lecture Notes in Computer Science   709   72 - 82   1993.8

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  • ORTHOGONAL WEIGHTED LINEAR L1 AND L-INFINITY APPROXIMATION AND APPLICATIONS Reviewed

    ME HOULE, H IMAI, K IMAI, JM ROBERT, P YAMAMOTO

    DISCRETE APPLIED MATHEMATICS   43 ( 3 )   217 - 232   1993.6

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    Let S = { s1,s2,..., s(n)} be a set of sites in E(d), where every site s(i) has a positive real weight omega(i). This paper gives algorithms to find weighted orthogonal L(infinity) and L1 approximating hyperplanes for S. The algorithm for the weighted orthogonal L1 approximation is shown to require O(n(d)) worst-case time and O(n) space for d greater-than-or-equal-to 2. The algorithm for the weighted orthogonal L(infinity) approximation is shown to require 0(n log n) worst-case time and 0(n) space for d = 2, and O(n(right perpendicular d/2 + 1 left perpendicular)) worst-case time and 0(n(right perpendicular (d + 1)/2 left perpendicular)) space for d &gt; 2. In the latter case, the expected time complexity may be reduced to O(n(right perpendicular (d + 1)/2 left perpendicular)). The L(infinity) approximation algorithm can be modified to solve the problem of finding the width of a set of n points in E(d), and the problem of finding a stabbing hyperplane for a set of n hyperspheres in E(d) with varying radii. The time and space complexities of the width and stabbing algorithms are seen to be the same as those of the L(infinity) approximation algorithm.

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  • On Weighted Dynamic Voronoi Diagrams Reviewed

    Keiko Imai, Hiroshi Imai

    第6回 回路とシステム軽井沢ワークショップ 論文集   103 - 108   1993.4

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  • Generalized Geometric Fitting Problem and Weighted Dynamic Voronoi Diagrams

    Keiko Imai, Hiroshi Imai

    京都大学数理解析研究所講究録   833   110 - 119   1993.4

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  • 超平面/曲面のアレンジメントの組合せ論的性質

    青木保一, 今井浩, 今井桂子

    京都大学数理解析研究所講究録   802   41 - 53   1992.8

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  • 高次の動的Voronoi図とその応用

    今井桂子, 今井浩

    京都大学数理解析研究所講究録   790   222 - 228   1992.6

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  • 動的な点に対するVoronoi図とその応用について Reviewed

    今井桂子

    日本応用数理学会論文誌   1 ( 2 )   127 - 134   1991.6

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    Recently, the Voronoi diagram for moving objects has been investigated in connection with motion planning in robotics and geometric optimization problems in computational geometry. In this paper, we consider the Voronoi diagram for moving points parametrized by t in the plane, whose coordinates are polynomials or rational functions of t. We show that the dynamic Voronoi diagram has the combinatorial complexity of O(n^2λ_<s+2>(n)) and can be computed in O(n^2λ_<s+1>(n)log n) time and O(n) space, where s is some fixed number and λ_s(n) is the maximum length of (n, s) Davenport-Schinzel sequence.

    DOI: 10.11540/jsiamt.1.2_127

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  • 1つの変数に関して低次の交線をもつ代数曲面のアレンジメントについて

    今井桂子, 今井浩

    京都大学数理解析研究所講究録   754   220 - 227   1991.6

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  • Voronoi diagrams for moving objects

    H.Imai, K.Imai

    Proceedings of International Computer Symposium   600 - 606   1990.12

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  • 凸多角形の多角形領域内へのmaximin配置問題とそれに関連した動的Voronoi図

    青沼裕美, 今井 浩, 今井桂子, 徳山 豪

    京都大学数理解析研究所講究録   731   177 - 186   1990.10

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  • A unified linear-space approach to geometric minimax problems Reviewed

    Tetsuo Asano, Michael E. Houle, Hiroshi Imai, Keiko Imai

    Proceedings of the 2nd Canadian Conference in Computational Geometry   20 - 23   1990.8

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  • On asymptotic properties of the eigenfunctions of a linear operator Reviewed

    Sigeiti Moriguti, Masao Iri, Keiko Kabaya-Imai

    Japan Journal of Applied Mathematics   7 ( 2 )   203 - 229   1990.6

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Kinokuniya  

    It has already been proved that the linear operator defined in (1.1) has eigenvalues (1-α)n (n=0, 1, 2,...), which are all simple, and a multiple eigenvalue 0, and that the eigenfunction qn(x) corresponding to the eigenvalue (1-α)n is a polynomial of degree n. In this paper we give a mathematical proof to the conjecture, which has been based on numerical computation, that qn(x) tends tocossin(πx/α) as n→∞, and that the convergence of qn(x) tocossin(πx/α) is linear. The proof makes use of a generating function technique. © 1990 JJAM Publishing Committee.

    DOI: 10.1007/BF03167842

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  • MAXIMIN LOCATION OF CONVEX OBJECTS IN A POLYGON AND RELATED DYNAMIC VORONOI DIAGRAMS Reviewed

    H AONUMA, H IMAI, K IMAI, T TOKUYAMA

    PROCEEDINGS OF THE SIXTH ANNUAL SYMPOSIUM ON COMPUTATIONAL GEOMETRY   225 - 234   1990

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  • Clustering/hashing points in the plane with maxmin criteria Reviewed

    T.Asano, H.Imai, K.Imai

    Proceedings of First Canadian Conference on Computational Geometry   15   1989.8

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  • 動的な点に対するVoronoi図について

    今井桂子

    京都大学数理解析研究所講究録   695   225 - 232   1989.6

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  • An Algorithm for Weighted Minimax Linear Approximation of Points

    30 ( 4 )   544 - 546   1989.4

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  • 点集合間の重み付きミニマックス線形近似問題に対するアルゴリズム Reviewed

    今井桂子, 今井浩

    情報処理学会論文誌   30 ( 4 )   1 - 3   1989.4

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  • MINIMAX GEOMETRIC FITTING OF 2 CORRESPONDING SETS OF POINTS Reviewed

    K IMAI, S SUMINO, H IMAI

    PROCEEDINGS OF THE FIFTH ANNUAL SYMPOSIUM ON COMPUTATIONAL GEOMETRY   266 - 275   1989

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  • WEIGHTED ORTHOGONAL LINEAR L-INFINITY-APPROXIMATION AND APPLICATIONS Reviewed

    ME HOULE, H IMAI, K IMAI, JM ROBERT

    LECTURE NOTES IN COMPUTER SCIENCE   382   183 - 191   1989

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  • On operators defining a family of nonanalytic C∞-functions Reviewed

    Keiko Kabaya-Imai, Masao Iri

    Japan Journal of Applied Mathematics   5 ( 3 )   333 - 365   1988.10

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    The sequence of random variables:Xn=α[Un+(1-α)Un-1+...+(1-α)n-2U2+ (1-α)n-1U1] (0&lt
    α&lt
    1
    Ui: independent random variables subject to the uniform distribution on [-1, 1]
    n=1, 2, ...) has been shown to have a nonanalytic C∞-function as the limit probability density function. We shall analyze, in a constructive manner, the spectral structure of the operators related to the functional equation defining that function and its derivatives, and show that those functions can be characterized by the property that they constitute the family orthogonal to a family of polynomials on [-1, 1]. © 1988 JJAM Publishing Committee.

    DOI: 10.1007/BF03167907

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  • Algorithms for vertical and orthogonal L1 linear approximation of points Reviewed

    P.Yamamoto, K.Kato, K.Imai, H.Imai

    Proceedings of 4th Annual ACM Symposium on Computational Geometry   352 - 361   1988.6

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  • 球面上のミニマックス施設配置問題の計算複雑度 Reviewed

    今井浩, 炭野重雄, 今井桂子

    電子情報通信学会論文誌D   J71-D ( 6 )   1155 - 1158   1988.6

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  • On orthogonal linear L_1 approximation of points

    Peter Yamamoto, Keiko Imai, Hiroshi Imai

    京都大学数理解析研究所講究録   666   275 - 284   1988

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  • Sum of uniformly distributed random variables and a family of nonalytic C∞-functions Reviewed

    Keiko Kabaya, Masao Iri

    Japan Journal of Applied Mathematics   4 ( 1 )   1 - 22   1987.2

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    It is shown that the probability density function pn(x) for the random variable Xn = α[Un + (1 - α)Un - 1 + ... + (1 - α)n - 2U2 + (1 - α)n - 1U1] (where 0&lt
    α&lt
    1 and Ui′s are independent random variables subject to the uniform distribution on the interval [-1, 1]) uniformly converges to an infinitely differentiable function p∞(x) as n→∞, and that p∞(x) is nonanalytic at infinitely many points. In particular, for α=1/2, p∞(x) is nowhere analytic on [-1, 1]. © 1987 JJAM Publishing Committee.

    DOI: 10.1007/BF03167752

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  • Low genusのcanonical curvesのgeometry Reviewed

    蒲谷桂子

    津田塾大学紀要   18 ( 18 )   1 - 34   1986.3

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Books

  • 理論計算機科学事典

    今井桂子( Role: Contributor4.3 計算幾何学)

    朝倉書店  2022.1 

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    Total pages:793   Responsible for pages:348-360   Language:Japanese   Book type:Dictionary, encyclopedia

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  • 量子グラフ状態

    今井桂子( Role: Sole author)

    サイエンス社  2021.12 

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    Total pages:100   Responsible for pages:58-65   Language:Japanese  

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  • 世界標準MIT教科書 ストラング:計算理工学

    監訳, 日本応用数理学会, 監訳幹事, 今井桂子, 岡元久|rn|訳者, 山本有作, 三井斌友, 土屋卓也, 芦野隆一, 緒方秀教, 降旗大介, 速水謙, 山下真( Role: Supervisor (editorial))

    近代科学社  2017.1 

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    Total pages:735   Language:Japanese   Book type:Scholarly book

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  • 応用数理ハンドブック

    日本応用数理学会監修, 薩摩順吉, 大石進一, 杉原正顕編集( Role: Sole author)

    朝倉書店  2013.10 

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    Total pages:685   Responsible for pages:542-543   Language:Japanese  

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  • アルゴリズム工学ー計算困難への挑戦ー

    ( Role: Contributor地理情報処理)

    共立出版  2001.6 

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    Responsible for pages:226-227   Language:Japanese   Book type:Scholarly book

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  • 非線形の力学系とカオス(新装板).(S.Wiggins:Introduction to Applied Nonlinear Dynamical Systems and Chaos,1990,Springer-Verlag.)

    丹羽敏雄監訳, 今井桂子, 田中茂, 水谷正大, 森真訳( Role: Joint translator)

    シュプリンガー・フェアラーク東京  2000.6 

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    Total pages:677頁   Responsible for pages:104-178,425-531   Language:Japanese   Book type:Scholarly book

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  • アルゴリズムの道具箱

    戸川隼人, 有澤誠編著, 仙波一郎, 今井桂子, 茨城俊秀著( Role: Contributor幾何図形編を担当)

    サイエンス社  2000.1 

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    Responsible for pages:131-157   Language:Japanese   Book type:Scholarly book

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  • 離散構造とアルゴリズムⅥ

    藤重悟編, 今井桂子, 玉木久夫, 永持仁, 岩田覚, 福島正夫著( Role: Contributor第1章 三角形分割全体の離散構造とその性質)

    近代科学社  1999.7 

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    Total pages:215頁   Responsible for pages:1-49   Language:Japanese   Book type:Scholarly book

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  • 経営科学OR用語大事典

    森村英典, 刀根薫, 伊理正夫監訳( Role: Joint translatorネットワーク最適化)

    朝倉書店  1999.1 

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    Total pages:726頁   Responsible for pages:457-462   Language:Japanese   Book type:Dictionary, encyclopedia

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  • 組合せ幾何学のアルゴリズム(H.Edels-brunner:Algorithms in Combinatorial Geometry,1987,Sptinger-Verlag.)

    H.Edelsbrunner著, 今井浩, 今井桂子訳( Role: Joint translator)

    共立出版  1995.2 

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    Total pages:445   Language:Japanese   Book type:Scholarly book

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  • 計算幾何学

    今井浩, 今井桂子( Role: Sole author共同執筆につき、本人担当部分の抽出不可能.)

    共立出版  1994.10 

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  • 情報処理用語大事典.

    ( Role: Joint author約15000語のうち162語を担当.)

    オーム社  1992.11 

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    Total pages:1316頁   Language:Japanese   Book type:Dictionary, encyclopedia

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  • 非線形の力学系とカオス(下) .(S.Wiggins : Introduction to Applied Nonlinear Dynamical Systems and Chaos, 1990, Springer-Verlag.)

    丹羽敏雄監訳, 今井桂子, 田中茂, 水谷正大, 森真訳( Role: Joint translator)

    シュプリンガー・フェアラーク東京  1992.10 

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    Total pages:518頁   Responsible for pages:211頁~337頁を担当.   Language:Japanese   Book type:Scholarly book

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  • 非線形の力学系とカオス(上) .(S.Wiggins : Introduction to Applied Nonlinear Dynamical Systems and Chaos, 1990, Springer-Verlag.)

    丹羽敏雄監訳, 今井桂子, 田中茂, 水谷正大, 森真訳( Role: Joint translator)

    シュプリンガー・フェアラーク東京  1992.4 

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    Total pages:340頁   Responsible for pages:132頁~220頁を担当.   Language:Japanese   Book type:Scholarly book

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MISC

  • Polynomial Time Algorithms for Label Size Maximization on Rotating Maps

    Yusuke Yokosuka, Keiko Imai

    58 ( 8 )   2017.8

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  • Label Size Maximization for Rotating Maps

    Yusuke Yokosuka, Keiko Imai

    IPSJ SIG Notes   2013 ( 24 )   1 - 6   2013.5

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    Map labeling is a problem of placing labels at the corresponding graphical features in a map. There are two optimization problems, the label number maximization problem and the label size maximization problem. In general, both problems are NP-hard for static maps. Recently, the importance of dynamic maps has been increased by several applications like personal mapping systems, and the label number maximization problem for dynamic cases has been studied. In this paper, we consider the label size maximization problem of points for rotating maps. While the map fully rotates from 0 to 2π, the labels are placed horizontally for the angle of the map such that a point called an anchor point is coincided at the corresponding point in the map. Our problem is finding the maximum scaling factor without intersection of labels and deciding the place of anchor points. We propose O(n log n)-time and O(n)-space algorithm for the case that each anchor point is inside the label. Moreover, if the labels are of unit height (or width) and the anchor points are on the boundary, we present a same time and memory bound algorithm.

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    Other Link: http://id.nii.ac.jp/1001/00091771/

  • Research Story on Distance Trisector Curves : How was it born and developed?

    ASANO Tetsuo, TOKUYAMA Takeshi, IMAI Keiko, KAWAMURA Akitoshi

    111 ( 360 )   71 - 71   2011.12

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  • Theoretical foundations of computing

    108 ( 237 )   41 - 46   2008.10

  • An Approximation Algorithm for the Minimum Manhattan Network Problem

    KATO Ryo, IMAI Keiko, ASANO Takao

    IPSJ SIG Notes   2002 ( 7 )   1 - 8   2002.1

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    For a given set S of n points in the plane, a manhattan network for S is a network in which, for each pair of points in S, there is a path between them of length equal to their L_1-distance. The minimum manhattan network problem is a problem of finding a manhattan network of minimum length. For this problem, no polynomial time exact algorithm has been known and a 4 approximation algorithm has been proposed. In this paper, we improve this bound and present a 2 approximation algorithm.

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    Other Link: http://id.nii.ac.jp/1001/00031997/

  • コンピュータ・ジオメトリ -計算機科学:アルゴリズムと応用

    今井桂子

    オペレーション・リサーチ   45 ( 5 )   239 - 240   2000.5

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  • コンピューター・ジオメトリ -計算幾何学:アルゴリズムと応用

    今井桂子

    GIS-理論と応用   8 ( 1 )   139 - 140   2000.3

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  • 結び目をほどくアルゴリズムと計算幾何

    今井桂子

    数理科学「特集:計算幾何の拡がり」   433 ( 7 )   49 - 57   1999.7

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  • 絡み目のJones多項式計算の実際

    今井 桂子, 今井 浩, 関根 京子

    電子情報通信学会技術研究報告 = IEICE technical report : 信学技報   99 ( 86 )   41 - 48   1999.5

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    Language:Japanese   Publisher:東京 : 電子情報通信学会  

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    Other Link: http://id.ndl.go.jp/bib/4759970

  • FORTRAN計算幾何プログラミング

    今井桂子

    日本応用数理学会学会誌   9 ( 1 )   84 - 84   1999.3

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    Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (other)   Publisher:岩波書店 日本応用数理学会  

    DOI: 10.11540/bjsiam.9.1_84

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  • アルゴリズムの道具箱 -幾何図形編-(3)

    今井桂子

    Computer Today, 87   15 ( 6 )   50 - 55   1998.11

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  • アルゴリズムの道具箱 -幾何図形編-(2)

    今井桂子

    Computer Today,87   15 ( 5 )   50 - 54   1998.9

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  • アルゴリズムの道具箱 -幾何図形編-(1)

    今井桂子

    Computer Today   86 ( 4 )   40 - 45   1998.7

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  • ネットワーク信頼度計算の実際(信頼性(2))

    今井 浩, 関根 京子, 今井 桂子

    日本オペレーションズ・リサーチ学会秋季研究発表会アブストラクト集   1997   76 - 77   1997.9

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  • 離散システム研究部会に参加して

    今井桂子

    日本応用数理学会学会誌   4 ( 4 )   85 - 86   1994.12

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  • 球面上の最適施設配置問題と動向Voronoi図(組み合わせ最適化(2))

    今井 桂子, 今井 浩

    日本オペレーションズ・リサーチ学会秋季研究発表会アブストラクト集   1994   118 - 119   1994.10

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  • 計算幾何学の本から

    今井桂子

    日本応用数理学会学会誌   3 ( 2 )   69 - 70   1993.6

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  • Graphical Degree Sequence Problems

    Takahashi Masaya, Imai Keiko, Asano Takao

    IPSJ SIG Notes   1993 ( 48 )   111 - 118   1993.5

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    A sequence of nonnegative integers S=(s_1, s_2,..., s_n) is graphical if there is a graph with vertices v_1, v_2,..., v_n such that deg(v_i)=s_i for each i=1, 2, ..., n. The graphical degree sequence problem is: Given a sequence S of nonnegative integers, determine whether it is graphical and, if so, construct a graph having S as a degree sequence. In this paper, we consider several variations of the graphical degree sequence problem and give efficient algorithms.

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  • 離散構造とアルゴリズムI、藤重悟編、近代科学社.

    今井桂子

    情報処理学会学会誌   34 ( 5 )   653 - 654   1993.5

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  • 計算幾何学と並列アルゴリズム(<特集>パラレル・アルゴリズム)

    今井 浩, 今井 桂子

    オペレーションズ・リサーチ : 経営の科学   37 ( 8 )   386 - 389   1992.8

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  • 計算幾何学と並列アルゴリズム

    今井浩, 今井桂子

    オペレーションズ・リサーチ   37 ( 8 )   32 - 35   1992.8

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  • Euclid距離による凸多角形の多角形領域内へのmaximin配置問題とそれに関連した動的Voronoi図

    今井 浩, 今井 桂子, 徳山 豪

    全国大会講演論文集   41   77 - 78   1990.9

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    多角形配置問題とは,与えられた多角形Pを他の多角形Qの内部に配置するという問題である.この問題は,モーションプラニングとも密接に関係があり,いろいろな面から研究がなされている.本稿では,何種類かのEuclid距離をもちいた多角形max-imin配置問題を考える.最も基本的なmaximin配置問題は,Pの任意の点とQの任意の点のEuclid距離の最小値が最大となるように凸多角形Pを多角形Qの内部に配置するという問題である.さらに,Pをいくつか一直線上に並ぶようにして,同様のmaximin配置問題を解くことも考える.直感的にいえば,多角形PまたはそのいくつかのコピーをQの境界からなるべく離れるようにQの内部に置く問題を考えることであると言ってよい.似たような問題に,Pに相似な最大の多角形をQの内部に配置するという問題があり,これについてはFortune[F]やChewとKedem[CK]で考察されている.しかし,彼らは凸距離関数を用いており,Euclid距離を用いた問題については,これまでに研究がなされていない.ここでは,新しいVoronoi図(P-Euclid Voronoi図と呼ぶ)を定義することによってこれらのmaximin配置問題に対する効率の良いアルゴリズムを紹介し,それらの組合せ的複雑度についての解析を行なう.計算複雑度の解析においては,Davenport-Schinzel列の理論を用いる.凸多角形の多角形内への配置問題は,地図の中へ地名などを記入するときにも現われる.このような場面では,文字列は長方形で表わされ,領域は多角形で表現される.長方形を,上記の意味でのmaximin問題の解となるように多角形の内部に置きたい.また,文字列を1つの長方形として捕らえるのではなく,すでに置かれている文字と重ならないように,かつ,一定の間隔で一列に並ぶように各文字を置くことを考える。このような問題を解くためには,穴のある多角形の内部に正方形のコピーを一定の間隔で配置する問題を考える必要がある。本稿で扱うmaximin配置問題と得られた結果,また,それに関連してすでに得られている結果をまとめると次のようになる.Pはm個の辺を持つ凸多角形,Qはn個の辺を持つ多角形(または多角形領域)とする.[figure] (P1)平行移動だけを用いてPの任意の点とQの任意の点とのEuclid距離の最小値が最大となるように凸多角形Pを多角形領域Qの内部に置く.問題(P1)は,平行移動によりPの相似な図形のうち最大のものをQの内部に配置する問題と関係が深い.Pの相似な図形で最大のものを配置する問題についてはPに関する凸距離関数に対するQのVoronioi図を用いてO(mnlogmn)の手間で解ける([F]).(P1)もO(mmlogmn)の手間で解ける([AIIT]}).(P2)回転と平行移動によってPの任意の点とQの任意の点とのEuclid距離の最小値が最大になるように凸多角形Pを多角形領域Q内に配置せよ.(P2)はO(m^4λ_<16>(mn)logmn)の手間で解くことができる.ここで,λ_<16>(mn)は位数16のDavenport-Schinzel列の最大長を表わす.一般に,λ_δ(N)はNにほとんど線形な関数であることがわかっている.(P3)Q内にPのk個のコピーを次のように配置する.Pのコピーは水平線上に並び,コピー間の距離hと、Pの任意の点とQの任意の点の間の距離の最小値が最大となるようにする.ここで,hは与えられた定数h_0>0以上であるような変数である.k=2とk≥3の場合にそれぞれ問題(P3)は,O(m^2n^2logmn),O(k^6m^3n^3logkmn)の手間で解ける.

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  • Euclidean Maximin Location of Convex Objects in a Polygon and Related Dynamic Voronoi Diagrams

    1990 ( 37 )   1 - 8   1990.5

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  • 長方形集合の階層的表現

    今井浩, 今井桂子

    bit別冊コンピュータ・サイエンス   137 - 169   1990.5

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Presentations

  • 複数の島群に対するラベル配置アルゴリズム

    原田尚達, 今井桂子

    情報処理学会第186回アルゴリズム研究会  2022.1  情報処理学会

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  • パラメトリック曲面上の曲線メッシュ生成アルゴリズムについて

    中庭上総, 今井桂子

    情報処理学会第186回アルゴリズム研究会  2022.1  情報処理学会

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  • 長方形形状の障害物をもつ領域における最短警備員巡視路

    吉野航平, 今井桂子

    2020年電子情報通信学会総合大会  2020.3  電子情報通信学会

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  • 毛状表面を移動する小型軽量な二車輪駆動型ロボットの学習制御

    金沢政宏, 鈴木寿, 今井桂子

    2020年電子情報通信学会総合大会  2020.3  電子情報通信学会

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  • 歩行者のいる通路におけるロボットの経路計画

    中島巧乃, 森口昌樹, 今井桂子

    情報処理学会 第80回全国大会  2018.3 

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  • 折り畳んだ後の領域を考慮した三次元物体の折り畳み手法

    島津貴行, 森口昌樹, 今井桂子

    情報処理学会 第80回全国大会  2018.3 

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  • 融合型シャドウアートのモデリング

    森口昌樹, 今井桂子, 杉原厚吉

    第12回錯覚ワークショップ「錯覚科学への諸アプローチとその応用」  2018.2 

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  • Generation and Optimization of Multi-ViewWire Art International conference

    Ren Suzuki, Masaki Moriguchi, Keiko Imai

    Pachific Graphics 2017  2017.10 

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  • 東京の路線網に対する鉄道路線図生成手法

    恩田雅大, 森口昌樹, 今井桂子

    電子情報通信学会コンピュテーション研究部会  2017.5 

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  • 多視点ワイヤーアートの生成と最適化

    鈴木廉, 森口昌樹, 今井桂子

    精密工学会春季大会学術講演会  2017.3 

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  • 多視点ワイヤーアートの連結性と最適化

    鈴木廉, 森口昌樹, 今井桂子

    日本応用数理学会2017年研究部会連合発表会  2017.3 

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  • 東京都における鉄道路線図の略地図生成とラベル配置問題

    恩田雅大, 森口昌樹, 今井桂子

    日本応用数理学会若手の会  2017.3 

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  • 東京都における鉄道路線図の略地図生成とラベル配置問題

    恩田雅大, 森口昌樹, 今井桂子

    日本オペレーションズ・リサーチ学会 都市のORワークショップ  2016.12 

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  • 回転する地図に対するラベルサイズ最大化について

    横須賀祐介, 今井桂子

    電子情報通信学会コンピュテーション研究会  2016.10 

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  • 多視点ワイヤーアートの生成

    鈴木廉, 森口昌樹, 今井桂子

    日本応用数理学会2016年度年会  2016.9 

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  • 計算幾何学の地理情報処理への応用 Invited

    今井桂子

    電子情報通信学会コンピュテーション研究会  2016.3 

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  • バス路線図描画手法

    篠原卓, 森口昌樹, 今井桂子

    「都市のOR」ワークショップ  2015.12 

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  • 向きづけ不可能曲面のZometool近似

    坂田幸士郎, 森口昌樹, 今井桂子

    電子情報通信学会コンピュテーション研究会  2015.12 

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  • 向き付け不可能曲面のZometool近似

    坂田幸士郎, 森口昌樹, 今井桂子

    日本応用数理学会2015年研究部会連合発表会  2015.3 

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  • 自己交差を持つ閉曲面に対するハンドルサイクルとトンネルサイクルの計算

    藤田達也, 森口昌樹, 今井桂子

    情報処理学会アルゴリズム研究会  2015.1 

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  • ラベル配置における総交差数最小化問題

    尾野航平, 森口昌樹, 今井桂子

    地理情報システム学会第23回研究発表大会  2014.11 

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  • 対角変形を用いた三角形メッシュのReebグラフ計算法

    森口昌樹, 今井桂子

    電子情報通信学会コンピュテーション研究会  2014.3 

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  • 回転する地図上の正方形ラベルに対するラベルサイズ最大化

    横須賀祐介, 今井桂子

    電子情報通信学会コンピュテーション研究会  2013.12 

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  • 回転する地図に対するラベルサイズ最大化

    横須賀祐介, 今井桂子

    電子情報通信学会コンピュテーション研究会  2013.5 

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  • 回転する地図に対するラベルサイズ最大化

    横須賀祐介, 今井桂子

    都市のORスプリングセミナー  2013.4 

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  • 指定された2点間の経路の見やすさを考慮した略地図生成

    竹内真樹, 森口昌樹, 今井桂子

    情報処理学会第75回全国大会  2013.3 

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  • 複雑な路線網に対する略地図自動描画

    鈴木 泰斗, 今井桂子

    日本オペレーションズ・リサーチ学会「都市のOR」ワークショップ2011  2011.12 

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  • po-leader を用いた MinMax 型 Clustered Boundary Labeling

    柿沼 亘, 今井桂子

    日本オペレーションズ・リサーチ学会「都市のOR」ワークショップ2011  2011.12 

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  • Distance Trisector Curve に関する研究の誕生から発展までの経緯 Invited

    浅野哲夫, 徳山豪, 今井桂子, 河村彰星

    電子情報通信学会コンピュテーション研究会  2011.12 

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  • 移動する点に対するラベル配置問題

    清家 陽佑, 今井 桂子

    地理情報システム学会第20回研究発表大会  2011.10 

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  • 計算幾何学における離散幾何図形 Invited

    今井桂子

    第10回情報科学技術フォーラム  2011.9 

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  • グラフにおける辺-辺隣接行列の完全ユニモジュラ性に対する必要十分条件

    松本雄介, 神山直之, 今井桂子

    情報処理学会アルゴリズム研究会  2011.9 

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  • A Simple Approximation Algorithm for Minimum Maximal Matching Problem International conference

    Yusuke Matsumoto, Naoyuki Kamiyama, Keiko Imai

    The 4th annual meeting of Asian association for algorithms and computation  2011.4 

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  • 対話型操作におけるメッシュ分割アルゴリズムの高速化

    今井良太, 今井桂子

    情報処理学会グラフィクスとCAD研究会  2011.2 

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  • 制御点を用いたメッシュ変形手法

    工藤成司, 今井桂子

    情報処理学会グラフィクスとCAD研究会  2011.2 

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  • Isophotic Metric を用いたペーパークラフトモデルの作製

    松本明展, 今井桂子

    情報処理学会アルゴリズム研究会  2011.1 

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  • Open Surfaceメッシュに対するPolyCube Mapの構築

    佐藤晋, 今井桂子

    情報処理学会アルゴリズム研究会  2011.1 

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  • 力学モデルを用いた引出し線ラベル配置の改良と応用

    相澤裕司, 今井桂子

    情報処理学会アルゴリズム研究会  2010.9 

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  • 最小極大マッチング問題に対する (2-1/χ'(G)) 近似アルゴリズム

    松本 雄介, 神山 直之

    日本応用数理学会 2010年 研究部会 連合発表会  2010.3 

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  • Web検索サービスにおける多義的なクエリの推薦手法

    今井良太, 戸田浩之, 関口祐一郎, 望月嵩由, 鈴木智也, 今井桂子

    第2回データ工学と情報マネジメントに関するフォーラム論文集  2010.2 

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  • 階層型施設配置モデルを用いた集団下校経路の決定手法

    吉田祐太, 今井桂子

    「都市のOR」ワークショップ  2009.12 

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  • 三角形メッシュに対する特徴線検出手法

    金寛宰, 今井桂子

    「都市のOR」ワークショップ  2009.12 

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  • 引き出し線を用いた地図の外側へのラベル配置問題

    仁田亮, 今井桂子

    情報処理学会アルゴリズム研究会  2009.7 

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  • 距離k分割線と一般図形のゾーン図の存在と一意性について

    今井桂子, 河村彰星, 村松悠, 徳山豪

    「理論計算機科学の深化と応用」研究集会  2009.2 

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  • 鉄道路線を対象とした略地図の高速描画

    傳保 能幸, 今井桂子

    日本オペレーションズ・リサーチ学会「都市のOR」ワークショップ  2007.12 

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  • 調和関数を用いたリメッシングのspectaclesによる改良

    長野真之, 今井桂子

    日本応用数理学会2007年度年会  2007.9 

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  • Coincidence of Voronoi Diagrams in a Quantum State Space

    K. Kato, M. Oto, H. Imai, K. Imai

    Asian Conference on Quantum Information Science  2007.9 

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  • 全ラベル配置のための領域決定問題

    傳保能幸, 今井桂子

    情報処理学会アルゴリズム研究会  2007.5 

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  • 地図上の経路探索におけるラベルの更新問題

    山本優二, 今井桂子

    情報処理学会アルゴリズム研究会  2007.5 

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  • 調和関数を用いたリメッシングの改良

    長野真之, 今井桂子

    情報処理学会アルゴリズム研究会  2007.3 

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  • s-tパスのリスクに関する実験的考察

    松本雄介, 今井桂子

    情報処理学会アルゴリズム研究会  2006.7 

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  • 多角形障害物のある領域における車両型ロボットの安全で滑らかな経路生成

    松本雄介, 鈴木一平, 今井桂子

    日本応用数理学会研究部会連合発表会  2006.3 

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  • Guaranteed-Quality Anisotropic Mesh Generation for Domains with Curves

    Yusuke Yokosuka, Keiko Imai

    22nd European Workshop on Computational Geometry  2006.3 

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  • 高速描画のためのハーフエッジ階層を利用した視点および証明依存メッシュ簡略化

    宮村史朗, 今井桂子

    情報処理学会アルゴリズム研究会  2005.11 

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  • 建物ポリゴンと道路リンクの幾何的不整合の解消法

    佐々木麗子, 今井桂子

    地理情報システム学会研究発表大会  2005.10 

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  • Voronoi Diagrams for 1-qubit Pure Quantum States International conference

    Kimikazu Kato, Mayumi Oto, Hiroshi Imai, Keiko Imai

    The 2nd International Symposium on Voronoi Diagrams  2005.10 

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  • 障害物のある領域における車両型ロボットの安全な経路生成

    鈴木一平, 松本雄介, 今井桂子

    日本応用数理学会2005 年度年会  2005.9 

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  • 曲線境界をもつ領域に対する品質保証つき非等方性メッシュ生成法

    横須賀 佑介, 今井 桂子

    日本応用数理学会2005 年度年会  2005.9 

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  • 地図の拡大・縮小表示を念頭に置いたNLP問題に対するラベルサイズ最大化

    鳥海重喜, 今井桂子

    日本オペレーションズ・リサーチ学会 2005年秋季研究発表会  2005.9 

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  • パラメトリック曲面に対する品質保証付き非等方性メッシュ生成手法

    横須賀佑介, 今井桂子

    電子情報通信学会コンピュテーション研究会  2005.1 

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  • 車両型ロボットの経路生成に関する一手法の提案

    鈴木一平, 今井桂子

    情報処理学会アルゴリズム研究会  2005.1 

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  • 曲線境界をもつ領域に対する Ruppert のメッシュ生成法

    横須賀 佑介, 今井 桂子

    夏のLAシンポジウム  2005 

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  • 車両型ロボットに対する狭い道の通過可能性

    松本雄介, 今井桂子

    夏のLAシンポジウム  2005 

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  • パラメトリック曲面に対する品質保証付きメッシュ生成手法

    横須賀佑介, 今井桂子

    日本応用数理学会年会  2004.9 

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  • CADデータへの応用を考慮したメッシュの圧縮

    宮村史朗, 今井桂子

    日本応用数理学会年会  2004.9 

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  • Voronoi図を用いた長方形ロボットの経路探索

    鈴木一平, 今井桂子

    情報処理学会第66回全国大会  2004.3 

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  • 三次元Delaunay三角形分割におけるランダム化点位置決定アルゴリズム

    小林陽介, 今井桂子

    情報処理学会第66回全国大会  2004.3 

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  • 道案内図に対するラベル配置

    御厨健一, 今井桂子

    地理情報システム学会第7回空間ITワークショップ  2003.12 

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  • 引出し線ラベル配置に対する解法と実装

    下原史義, 今井桂子

    情報処理学会アルゴリズム研究会  2003.11 

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  • 地図における文字数を考慮したラベルサイズ最大化

    遠藤久雄, 今井桂子

    地理情報システム学会学術研究発表会  2003.10 

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  • 2種類の施設を周遊する場合の商業利益分析

    海福長樹, 今井桂子

    日本応用数理学会2003年度年会  2003.9 

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  • アドホックネットワークにおけるプロードキャスト手法の実験的評価

    鄒良智, 今井桂子

    情報処理学会アルゴリズム研究会  2003.3 

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  • 曲線データの圧縮に関するアルゴリズムと実験的評価

    安田祐一, 今井桂子

    情報処理学会アルゴリズム研究会  2003.3 

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  • プレッツェルリンクに対するJones多項式計算の効率化

    内海友雄, 今井桂子

    情報処理学会アルゴリズム研究会  2002.7 

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  • 最小マンハッタンネットワーク問題に対する近似アルゴリズム

    加藤 亮, 今井 桂子, 浅野孝夫

    情報処理学会アルゴリズム研究会  2002.1 

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  • 数値地図データへのラベルの自動配置に対する実験的評価

    亀田貴之, 今井 桂子

    地理情報システム学会 第2回空間ITワークショップ  2001.12 

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  • ラベル配置問題と地理情報処理への応用

    今井 桂子, 徳山 豪, 中野真一

    公開シンポジウム「アルゴリズム工学」  2001.10 

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  • 引出し線を用いたラベル配置問題

    大塚善仁, 今井 桂子

    情報処理学会アルゴリズム研究会  2001.7 

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  • 地図におけるラベル配置問題 ー 点と辺に対する解法の実験的評価

    今井 桂子, 亀田 貴之, 大塚善仁, 佐竹直也

    第7回``統合型地理情報システム''シンポジウム  2001.4 

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  • 平面上における三角形分割を用いた点位置決定問題とその地図への応用

    工藤靖之, 今井桂子

    情報処理学会第62回(平成13年前期)全国大会  2001.3 

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  • 点と辺に対するラベル配置問題

    亀田貴之, 大塚善仁, 佐竹直也, 今井桂子

    特定領域研究(B)「アルゴリズム工学」平成12年度成果報告  2001.3 

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  • ラベル配置問題に対する実験的評価

    亀田貴之, 今井桂子

    情報処理学会アルゴリズム研究会  2001.1 

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  • ラベル配置問題に対する貪欲法を用いた算法の実験的評価

    亀田貴之, 今井桂子

    地理情報システム学会第9回学術研究発表大会  2000.10 

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  • 単体メッシュの数理的性質とその計算幾何学的知見

    今井桂子

    日本応用数理学会2000年度年会  2000.10 

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  • ラベル配置問題とその路線図への応用

    今井桂子, 亀田貴之

    第5回“統合型地理情報システム”シンポジウム  2000.4 

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  • 絡み目のJones多項式計算の実際

    今井桂子, 今井浩, 関根京子

    電子情報通信学会コンピュテーション研究会  1999.5 

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  • 単体メッシュの数理的性質と最近の計算幾何学的知見について Invited

    今井桂子

    日本応用数理学会メッシュ生成研究部会  1999.5 

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  • 地図内のラベル配置問題

    今井桂子, 中岡北巳, 林惠意

    第3回“統合型地理情報システム”シンポジウム  1999.4 

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  • 3次元凸多面体上の近似最短経路アルゴリズムの実験的評価

    桜井裕邦, 今井桂子

    情報処理学会アルゴリズム研究会  1999.3 

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  • PAC学習モデルを用いた3次元空間における半空間の共通領域の学習

    岡田清孝, 今井桂子

    情報処理学会アルゴリズム研究会  1999.3 

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  • 凸多角形の多角形領域内へのmaximin配置問題

    今井桂子

    地理情報システム学会第3回オブジェクト指向GISワークショップ  1999.1 

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  • 正則単体メッシュの数理的性質とその計算量 Invited

    今井桂子

    日本応用数理学会セミナー「メッシュ生成の数理」  1998.10 

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  • Voronoi Diagram by Divergences with Additive Weights International conference

    K. Sadakane, H. Imai, K. Onishi, M. Inaba, F. Takeuchi, K. Imai

    The Fourteenth Annual Symposium on Computational Geometry  1998.6 

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  • 幾何概念の学習に対する計算機実験による検証

    岡田清孝, 今井桂子

    Discrete and Computational Geometry Workshop  1997.11 

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  • Parametric and Sensitivity Analysis of Network Reliability International conference

    H. Imai, K. Imai

    Reliability. Abstracts of the 5th International Conference on ``Parametric Optimization and Related Topics (PARAOPT V)''  1997.10  PARAOPT Organizing Committee

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  • ネットワーク信頼度計算の実際

    今村浩, 関根京子, 今井桂子

    日本オペレーションズ・リサーチ学会1997年度秋季研究発表会  1997.9 

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  • A package for Triangulations International conference

    T.Ono, Y.Kyoda, T.Masada, K.Hayase, T.Shibuya, M.Nakade, M.Inaba, H.Imai, K.Imai, D.Avis

    Proceedings of the 12th Annual Symposium on Computational Geometry, 5th Annual Video Review of Computational Geometry  1996.5 

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  • Enumeration of Regular Triangulations and Some Structures of Secondary Polytopes

    K.Imai, H.Imai

    情報処理学会アルゴリズム研究会  1996.1 

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  • 幾何的最適化問題とその周辺

    今井桂子

    電子情報通信学会情報・システムソサイエティ大会  1995.9 

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  • 3角形分割と凸多面体

    今井浩, 今井桂子

    京都大学数理解析研究所短期共同研究「トーリック多様体の幾何と凸多面体」  1995.6 

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  • 3角形分割とその周辺 Invited

    今井桂子

    計算代数と計算幾何  1995.2 

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  • 球面上の最適施設配置問題と動的Voronoi図

    今井桂子, 今井浩

    日本オペレーションズ・リサーチ学会平成6年度秋季研究発表会  1994.10 

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  • Discrete Geometry and Dapvenport-Schinzel Sequence

    Keiko Imai

    京都大学数理解析研究所共同研究「計算幾何学と離散幾何学」  1994.5 

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  • Discrete Geometry and its Related Problems

    Keiko Imai

    The Fifth RAMP Symposium  1993.10 

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  • Graphical Degree Sequence Problems

    M.Takahashi, K.Imai, T.Asano

    情報処理学会アルゴリズム研究会  1993.5 

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  • On Weighted Dynamic Voronoi Diagrams

    K.Imai, H.Imai

    電子情報通信学会第6回回路とシステム軽井沢ワークショップ  1993.4 

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  • Generalized Geometric Fitting Problem and Weighted Dynamic Voronoi Diagrams

    K.Imai, H.Imai

    京都大学数理解析研究所研究集会「計算機構とアルゴリズム」  1993.2 

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  • Probing Hyperplanes by Lines

    青木保一, 今井浩, 今井桂子

    京都大学数理解析研究所応用数学合同研究集会  1992.12 

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  • 円の動的Voronoi図とその応用

    今井桂子, 今井浩

    日本応用数理学会平成4年度年会研究発表  1992.10 

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  • 重みつき・高次の動的Voronoi図について

    今井桂子, 今井浩

    情報処理学会アルゴリズム研究会  1992.9 

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  • 高次の動的Voronoi図とその応用

    今井桂子, 今井浩

    京都大学数理解析研究所研究集会「理論計算機科学とその周辺」  1992.1 

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  • 超平面/曲面のアレンジメントの組合せ論的性質

    青木保一, 今井浩, 今井桂子

    京都大学数理解析研究所研究集会「数理モデルの解析における組合せ論的様相」  1991.9 

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  • 3次元空間内の曲面のアレンジメントに関して

    今井桂子, 今井浩

    情報処理学会アルゴリズム研究会  1991.5 

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  • 1つの変数に関して低次の交線をもつ代数曲面のアレンジメントについて

    今井桂子, 今井浩

    京都大学数理解析研究所研究集会「計算および計算量理論とその周辺」  1991.1 

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  • Euclid距離による凸多角形領域内へのmaximin配置問題とそれに関連した動的Voronoi図

    今井浩, 今井桂子, 徳山豪

    情報処理学会第37回全国大会  1990.9 

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  • Euclid距離による多角形配置問題とそれに関連する動的Voronoi図について

    今井桂子, 徳山豪

    情報処理学会アルゴリズム研究会  1990.5 

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  • 凸多角形の多角形領域内へのmaximin配置問題とそれに関連した動的Voronoi図

    青沼裕美, 今井浩, 今井桂子, 徳山豪

    京都大学数理解析研究所共同研究「アルゴリズムと計算量の理論」  1990.2 

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  • Minimax problem of n convex functions

    K.Imai, H.Imai

    電子情報通信学会コンピュテーション研究会  1989.9 

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  • 多次元Davenport-Schinzel列計算における線形化手法とその応用

    今井桂子

    情報処理学会アルゴリズム研究会  1989.7 

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  • 幾つかの最適化基準の下での2次元点集合のクラスタリング/ハッシング算法

    浅野哲夫, 今井浩, 今井桂子

    情報処理学会アルゴリズム研究会  1989.6 

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  • 動的な点に対するVoronoi図について

    今井桂子

    京都大学数理解析研究所  1989.1 

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  • 対応の与えられた点集合間のミニマックス近似問題について

    今井桂子

    情報処理学会アルゴリズム研究会  1988.11 

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  • 対応の与えられた点集合間のミニマックス近似問題について

    今井桂子, 今井浩

    情報処理学会第37回全国大会  1988.9 

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  • Algorithms for orthogonal L1 linear approximation of points in two and higher dimensions International conference

    H.Imai, K.Imai, P.Yamamoto

    The 13th International Symposium on Mathematical Programming  1988.8  MPS

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  • On orthogonal linear L_1 approximation of points

    P.Yamamoto, K.Imai, H.Imai

    京都大学数理解析研究所研究集会「計算アルゴリズムと計算量の基礎理論」  1988.2 

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  • 線形作用素Φ^*:q(x)↦1/2α ∫_((1-α)x-α)^((1-α)x+α)q(ξ)dξの漸近的性質について

    森口繁一, 伊理正夫, 今井(蒲谷)桂子

    応京都大学数理解析研究所用数学合同研究集会  1987.12 

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  • 円周上、球面上でのミニマックス型施設配置問題の計算複雑度について

    今井浩, 炭野重雄, 今井桂子

    電子情報通信学会コンピュテーション研究会  1987.11 

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  • ある病的な関数族に関連する作用素の性質の解析とその応用について

    蒲谷桂子, 伊理正夫

    京都大学数理解析研究所応用数学合同研究集会  1986.12 

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  • 一様分布に従う独立な確率変数の加重和に関連して現われる非解析的関数について

    蒲谷桂子, 伊理正夫

    京都大学数理解析研究所応用数学合同研究集会  1985.12 

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Awards

  • 日本応用数理学会フェロー

    2020.6   日本応用数理学会  

  • 電子情報通信学会フェロー

    2015.9   電子情報通信学会  

Research Projects

  • 動的環境における計算幾何学及び計算位相幾何学における基盤形成

    Grant number:20K11682  2020.4 - 2025.3

    日本学術振興会  科学研究費助成事業  基盤研究(C)  中央大学

    今井 桂子, 森口 昌樹, 今井 浩

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    Grant amount: \4160000 ( Direct Cost: \3200000 、 Indirect Cost: \960000 )

    計算幾何学は幾何情報処理のアルゴリズムを開発し,それを計算量理論によって解析する分野であり,計算位相幾何学は幾何情報の持つ位相そのものを抽出することや位相幾何学的な不変量をコンピュータで計算するための手法を構築する分野として発展してきた.本研究では,動的環境における計算幾何学の問題を計算位相幾何学の問題として捉え直すことにより,これまで個別に対応してきた動的環境における計算幾何学の問題を統一的に扱えるようにすることを目指して研究を進めている.
    昨年度に行った動的環境における計算幾何学や計算位相幾何学の問題の整理を基に今年度の研究を進めてきた.大規模な位相構造を持つ東京の地下鉄の路線図の描画はこれまであまり有効な手法が提案されていなかった.しかし,駅名も同時に自動配置することが可能な描画手法を提案し,これをまとめた研究を論文として公表した.ラベル配置問題においては,島の集合である島群に対するラベル配置問題に対して,拡大縮小を念頭においたラベル配置問題の解法を多くの計算幾何学の基本概念を利用することにより開発した.この手法に対して国土地理院地図を用いて計算機実験を行い,その有効性を確認した.提案した手法は島群に対してだけではなく,非連結な領域に対するラベル配置を可能にするものである.また,領域の境界に曲線を持つメッシュの張り合わせはこれまで難しかったが,既存手法を拡張し,平面の領域だけではなく,曲線を境界にもつ曲面メッシュにおいても張り合わせ可能なメッシュ生成手法を提案し,口頭発表で公表した.他にも量子計算に関する研究も行い,口頭発表を行った.

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  • 動的環境における計算幾何学と計算位相幾何アルゴリズムに関する研究

    2016.4 - 2020.3

    日本学術振興会  科学研究費補助金  基盤研究(C) 

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    Grant type:Competitive

    Grant amount: \4030000 ( Direct Cost: \3100000 、 Indirect Cost: \930000 )

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  • 視覚の心理・数理モデリングと第5世代不可能立体

    2016.4 - 2019.3

    日本学術振興会  科学研究費補助金  基盤研究(A) 

    杉原厚吉

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  • 動的環境において地理情報システムに現れる最適化問題に関する研究

    2012.4 - 2015.3

    日本学術振興会  科学研究費補助金  基盤研究(C) 

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    Grant type:Competitive

    Grant amount: \4680000 ( Direct Cost: \3600000 、 Indirect Cost: \1080000 )

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  • Development and evaluation of asbestos related health consultation for public health nurses.

    Grant number:19592610  2007 - 2010

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (C)  St. Luke's College of Nursing

    NAGAMATSU Yasuko, SAKYO Yumi, IMAI Keiko

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    Grant amount: \4290000 ( Direct Cost: \3300000 、 Indirect Cost: \990000 )

    Because the number of mesothelioma grew rapidly, people are anxious about asbestos. However there was no guideline of asbestos related health consultation for public health nurses. Analysis of 344 asbestos related consultation records by NPO showed many kinds of worriers,such as anxiety on exposure, including children's exposure in school, worriers of onset of asbestos related diseases, problems of patients, grief of bereaved. Consultation requires knowledge such as medical, construction, law, psychology and so on. Especially, parents worried children's exposure; a website for parents and children about asbestos was established. The survey on all health centers showed a health center put 3 health staffs for asbestos related consultation and had 5.3 cases in previous year. More than 70 % health centers put nurses as consultants. Among consultants, only 14% attended training and 35.4% did not used manual at all. About 70% of staffs of asbestos related health consultant were not confident on their duty because they cannot keep their knowledge for rare consultation that requires many kinds of special knowledge. Those result indicated the needs of guideline of asbestos related health consultation. However other research group developed an excellent guideline, we focused a patients' distress that was most difficult issue for health center's staffs. According to our research on 14 malignant pleural mesothelioma patients, they were in multiple difficulties caused by malignancy, rareness and happened by asbestos. Since mesothelioma progress fast, new problems keep happening before one problem was solved. Also, patients felt they were not well treated because medical staffs were lack of knowledge and experience in mesothelioma.

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  • 地理情報システムにおける研究用データ整備に関する研究

    2004.4 - 2007.3

    文部科学省  科学研究費補助金  基盤研究B 

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    Grant type:Competitive

    Grant amount: \3300000

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  • ネットワーク上での社会的効用と個人的効用の対立問題に対するアルゴリズム的研究

    Grant number:16092224  2004 - 2007

    日本学術振興会  科学研究費助成事業  特定領域研究  中央大学

    浅野 孝夫, 渡邉 敏正, 今井 桂子

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    Grant amount: \12200000 ( Direct Cost: \12200000 )

    ネットワーク上での対立問題をアルゴリズムの観点から研究し、計算困難性・近似困難性のより良い下界と上界を得ることが本研究の目的である。このような対立問題は、NP-困難な組合せ最適化問題であり、整数計画問題として定式化できるものが多い。したがって、近似アルゴリズムの理論が強力な道具である。
    以上を踏まえて、以下の研究計画に基づいて研究を実行した。
    1.社会的効用の最適化と利己的な各利用者の納得できる個人的効用の達成という対立問題の生じる実際の具体例とこれまでの研究を調査し、分類・整理・検討した。さらに、ゲーム理論や社会学、経済学で扱われている全体と個の対立問題のNash均衡に基づく理論的研究を調査し、分類・整理・検討した。
    2.本研究には近似アルゴリズムの設計と解析の技法が有効であることが既に知られている。そこで、上記の調査においては、高性能近似アルゴリズムの分野で最先端の研究をしている内外の研究者と情報およびアイデアを交換した。
    3.1,2の研究調査で得られた対立問題に対して、近似アルゴリズム、グラフ理論、計算幾何学の観点から研究し、近似アルゴリズムの設計と解析の技法の有効性を検討し分類整理した。さらに、計算困難性、近似困難性のより良い下界と上界を提案した。また、得られた上界(提案したアルゴリズム)に対して、その有効性を大規模な実物データで計算機実験を通して実証した。そして、得られた成果を内外の学会・論文誌で発表した。

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  • 地理情報システムにおけるラベル配置問題に関する研究

    2001.4 - 2004.3

    日本学術振興会  科学研究費補助金  基盤研究C2 

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    Grant type:Competitive

    Grant amount: \2500000

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  • Advanced Geometric Algorithms Based on Discrete Analysis of Information-Geometric Structures with Applications

    Grant number:13480079  2001 - 2004

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)  The University of Tokyo

    IMAI Hiroshi, MORIYAMA Sonoko, INABA Mary, IMAI Keiko, SADAKANE Kunihiko, ASAI Kenichi

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    Grant amount: \14800000 ( Direct Cost: \14800000 )

    Information objects such as Web graphs, quantum information, and knowledge are represented by manifolds in geometric spaces with coordinates naturally introduced by their associated numerical values. Information geometry investigates geometric structures of such spaces., while there have been little research on discrete algorithms working in the spaces. This project first investigates discrete geometric structures of information geometry, including quantum information geometry, and then develops efficient algorithms working in the space. Some topological properties such as shelling/orientation of polyhedral complexes and Web link graph structures are also investigated together with computational algebraic tools such as toxic ideals and their Grobner bases.
    Concerning Web structures, information compression techniques are developed by using discrete structure of the graph with regard to information entropy in the space. Topological extensions of shellings of a simplicial complex are made for oriented matroics, with connection to the realizability issue in real space.
    Discrete optimization algorithms have been devised in quantum information geometry, such as the Voronoi diagram of quantum states with respect to quantum divergence, minimum enclosing sphere of quantum states in connection with computing the Holevo capacity of a quantum communication channel. As one of remarkable results, we show the existence of a 4-signal 1-qubit quantum channel for the first time. Quantum entanglements and their hierarchical structures are also studied from the geometric viewpoint. With these results such new approaches to quantum information from discrete geometry have been shown to be a promising field.

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  • 離散計算幾何学に関する共同研究

    1999.4 - 2001.3

    文部省  科学研究費補助金  基盤研究B2 

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    Grant type:Competitive

    Grant amount: \3400000

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  • 動的および実時間環境における幾何構造の変化に関する統一的手法に関する研究

    1998.4 - 2001.3

    文部省  科学研究費補助金  特定領域研究B2 

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    Grant type:Competitive

    Grant amount: \10200000

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  • Realization of Geographic Information Systems with High-Quality Processing Based on Computational Geometry

    Grant number:09558029  1997 - 2000

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B).  the University of Tokyo

    IMAI Hiroshi, IMAI Keiko, INABA Mary, ASAI Ken-ichi, TOKUYAMA Takeshi, KUBOTA Koichi

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    Grant amount: \12800000 ( Direct Cost: \12800000 )

    In this research, geographical information systems (GIS for short) as well as intelligent transport systems (ITS for short) have been investigated from the viewpoint of computational geometry to meet emerging demands to realize high-quality, robust and fast systems in both fields. From the viewpoint of computational geometry, we also developed efficient geometric clustering algorithms, both in Euclidean and information geometric spaces, and applied them to geographical data mining. Also, map labeling problem and map matching problems are studied.
    Specifically, by using robust algorithm to construct the Voronio diagram and Delaunay triangulation of points in the plane, we developed an efficient and simple method of computing the medical axis, as central lines of roads, for town maps. With such nice tools, this kind of seemingly complicated problem can be solved in practice in a very precise manner. Concerning the map labeling problem, subway maps are intensively studied where labels corresponding to each subway line are automatically placed in a beautiful way. Concerning ITS, we have proposed an intelligent algorithm to find meaningful detours for high-level car navigation. Also, a new method of measuring traffic flows from simple sensor data derived at two distant points is presented. The Voronoi diagram has bee used directly in GIS, and we generalize it to the diagram in statistical parameter space. When GIS is combined with other data such as population data, the space becomes higher-dimensional geometric space, to which our generalized diagrams can be used to find proximity relations, etc., by using computational-geometric algorithms.

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  • モバイルコミュニケーション空間の空間データ化に関する共同研究

    1998.4 - 1999.3

    公的機関からの助成金(私大助成等) 

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    Grant type:Competitive

    Grant amount: \3500000

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  • 離散計算幾何学に関する共同研究

    1998.4 - 1999.3

    文部省  科学研究費補助金  国際学術研究 

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    Grant type:Competitive

    Grant amount: \2200000

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  • 動的環境における幾何情報を含んだ離散構造のためのアルゴリズムに関する研究

    1996.4 - 1998.3

    文部省  科学研究費補助金  基盤研究C2 

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    Grant type:Competitive

    Grant amount: \2000000

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  • Developments of Advanced Optimization Systems Unitying Discrete and Continuous Approaches Associate

    Grant number:07555615  1995 - 1996

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Scientific Research (B)  The University of Tokyo

    IMAI Hiroshi, MURAMATSU Masakazu, TSUCHIYA Takashi, IMAI Keiko, MUROTA Kazuo, ASANO Takao

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    Grant amount: \1900000 ( Direct Cost: \1900000 )

    Optimization methods by computers have a great impact upon various fields in science and technology due to its wide scope of applications. In this research project, was have aimed at unifying existing results for system analysis obtained by each of project members on interiorpoint methods for linear programming, computational-geometric algorithms, matroid theory, Boolean function theory, etc., and produce new theoretical results and devrlop prototype optimization systems via this unifying work.
    Through this project, from the viewpoint of continuous optimization, we have extended the framework of linear programming to that of semidefinite programming, and, from the viewpoint of discrete optimization, theory of discrete convex analysis has been developed. By this theory of discrete convex analysis, connection with continuous methods and discrete methods can be established, with extending matroids and submodular systems on which the discrete convexity theory is based. Randomization is also applied through this connection between continuous and discrete approaches, and, by applying the randomized rounsing technique using the semidefinite programming to the satisfiability problem, approximate algorithms with better porformance ratio have been obtained. Furthermore, based on polyhedral structures having both continuous and combinatorial properties, the branch-and-cut technique is applied to the famous minimum-length triagulation problem in computational geometry. Finally, we developed a prototype system handling a family of sets by using the so-called binary decision diagram (or, BDD) as a promising approach from discrete Boolean function theory, and applied it to various problems, including network reliability computation which have continuous aspect, and other invariants in graphs, knots, and statistical physics. The system is made public for wide use.

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  • 動的環境における最適化問題の幾何手法によるアルゴリズムの研究開発

    1994.4 - 1995.3

    文部省  科学研究費補助金  奨励研究A 

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    Grant type:Competitive

    Grant amount: \900000

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  • Joint Research on Algorithms in Computational Geometry

    Grant number:06044058  1994 - 1995

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for international Scientific Research  University of TOKYO

    IMAI Hiroshi, ASAI Kenichi, IWATA Satoru, TSUCHIYA Takashi, INAGAKI Hiroshi, IMAI Keiko, ASANO Takao, SUGIHARA Kokichi, EDELSBRUNNER Helbert, RAPPAPORT David, TOUSSAINT Godfried, AVIS David

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    Grant amount: \6400000 ( Direct Cost: \6400000 )

    This Grant-in Aid for Scientific Research in the International Scientific Research Program for Joint Research of the Ministry of Education, Science, Sports and Culture of Japan have been carried out for 1994 and 1995 academic years. This project was applied to the program by bringing making active researchers in computational geometry in Japan, Canada and US together to work out for new topics in the field based on the establishments of each member of this group. In fact, some of the group members had chances to work together in Canada and Japan for a short period, but such joint research was a very small-scale one due to the constraints about the time and the number of members. By this project, all the researchers in our group can gather together to discuss the most active topics nowadays.
    By this project, we have developed the theory of geometric enumeration, generation and counting based on the techniques proposed by our members. Specifically, reverse search, binary decision diagrams and polytopal approaches are demonstrated to be powerful tools to solve geometric problems of large size which could not be solved by the existing methods. This was achieved by exchanging ideas in Canada and Japan several times based on this Grant-in-Aid. In fact, the international cooperation between our group has been extended to Asian/Pacific Area by attracting many research in these areas to join us.
    Our results have been published as is seen from the list of papers. A notable publication in Japanese is a book by David Avis and Hiroshi Imai on Computational Geometry. About the programming package on triangulations, a technical presentation and a video presentation will be done at the 12th ACM Symposium on Computational Geometry this year, which is one of the biggest event in the field.

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  • Research on Algorithms for Discrete Optimization Problems with Dynamic and On-Line Environments.

    Grant number:05452122  1993 - 1995

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for General Scientific Research (B)  University of Tokyo

    IMAI Hiroshi, IMAI Keiko

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    Grant amount: \6400000 ( Direct Cost: \6400000 )

    The aim of this research is to develop efficient algorithms for discrete optimization problems under dynamic and on-line environments. Many practical problems have dynamic and on-line natures, and algorithms should be newly designed to handle dynamic and on-line factors.
    First, we consider the dynamic shortest path problem where the distances of edges vary dynamically. This problem arises in real-time route navigation system where traffic jams makes the edge costs higher. We have developed A^*-based algorithms which make clever use of past solutions. Other techniques such as bidirectional search are also investigated. Also, to cope with future dynamic situations, a new algorithm to compute multiple candidates for route navigation in the given static environment is developed.
    We formulate probelems of sharing information in distributed systems as an on-line model, and developed efficient on-line algorithms. The on-line nature is inherent in the distributed system, and we mainly consider page migration and replication probelms. To evaluate the on-line algorithms the so-called competitive ratio is used. Efficient algorithms in term of this ratio have been derived. Randomized techniques are demonstrated to be powerful for on-line problems.
    Dynamic computational geometry is also investigated, especially the Voronoi diagram for dynamically moving points. The combinatorial complexity of dynamic Voronoi diagram is shown, together with its efficient construction algorithm. This is further applied to geometric clustering problem which have both discrete and continuous aspects. Randomized algorithms are developed by making use of these two aspects.
    We have thus clarified fundamental structures of dynamic and on-line problems, and developed new paradigms to solve this new type of problems.

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  • 非線形幾何手法による幾何的最適化問題におけるアルゴリズムの研究開発

    1993.4 - 1994.3

    文部省  科学研究費補助金  奨励研究A 

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    Grant type:Competitive

    Grant amount: \800000

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  • 確率的挙動を示す学習アルゴリズムとそれによる学習概念のクラス分け

    Grant number:05213201  1993    

    日本学術振興会  科学研究費助成事業  重点領域研究  東京大学

    今井 浩, 今井 桂子

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    Grant amount: \1700000 ( Direct Cost: \1700000 )

    本年度の研究では,最終年度でもあるため研究課題のテーマ全般についてまとめることも行ないながら研究を行ない,以下の成果を上げた.
    (1)確率的挙動を示す学習アルゴリズムについて,特にkラベル空間を学習する問題について研究し,そのための基礎的な解析手法をまとめた.これにより,概念が最初からk種ある場合の学習に必要な例の数について,タイトな限界を与えることができた.これは,従来の正負2種ラベルを組み合わせてk(>2)種を表現するのより直接的でより改善された限界を与える.また,学習の複雑度の尺度としてkラベル空間の主細分関数を定義し,その重要性を指摘した.
    (2)関連した確率的学習でよく用いられる最近点探索の手法に関連したkボロノイ空間の複雑度を調べ,このような対象空間を確率的に学習する際の主細分関数を評価した.具体的には,分散に基づいたkクラスタリング問題に対して,初めてこれを学習するのに必要な例の数がkに関して線形であることを示した.さらに,その応用としてクラスタリングにおける学習問題に対して効率的な確率的挙動を示すアルゴリズムを与えた.
    (3)確率的な学習アルゴリズムでは,どうしても近似学習になる点に着目し,幾何概念の学習の際に付加情報がある場合を考え,それが幾何概念の質問による正確な学習につながる問題,付加情報が十分でない場合は近似的に学習する問題を考えた.これらは,3層のネットワーク関数において,各素子の関数として線形関数,乗算関数,最大値(あるいさ最小値)関数,しきい値関数を組み合わせたものが幾何概念に対応し,その幾何構造を用いることにより得られるものである.具体的には,ニューロコンピューティングに関係した幾何概念の内,凸多面体の学習,超平面集合の質問による正確な学習,超平面集合による空間の分割の近似的学習が可能であることを示した.

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  • 確率的挙動を示す学習アルゴリズムとそれによる学習概念のクラス分け

    Grant number:04229201  1992    

    日本学術振興会  科学研究費助成事業  重点領域研究  東京大学

    今井 浩, 今井 桂子

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    Grant amount: \1900000 ( Direct Cost: \1900000 )

    本研究では,計算論的学習理論をもとに,より高度・柔軟な機械学習を実現することを目指している.特に,計算量的な観点から機械学習する対象として,普遍的な幾何構造をとりあげ,それに対する確率的な近似学習アルゴリズムと,質問を用いた正確な学習に取り組んでいる.本年度の研究では,昨年度の成果をさらに拡張し,対象kラベル空間の学習の難しさの尺度を導入し,kラベル空間の近似学習可能性に関する定理を与えた.またニューラルネットワークの基本構造である3層のネットワークにより表される関数の質問を用いた正確な学習について成果を上げた.以下,この2点について述べる.
    (kラベル空間の学習理論)従来の例からの学習の最も基本的な枠組では,正例・負例の2種の例しか考えなかった.しかし,それではk種類の分類がある場合の概念クラスに対しては不十分であった.概念が幾何的に解釈できる場合,正例・負例からの学習について,VC次元という尺度が知られている.これに対して,本研究ではこのkラベル空間の次元を新たに導入し,この次元を用いて,Voronoi空間の複雑度を定義し,その応用を示した.これは,学習対象のコンパクトな表現を与えることにより汎化を実現するものである.
    (3層ネットワーク関数の質問を用いた学習)3層ニューラルネットの最も基本的なモデルは,d個の入力,n素子の中間層・l素子の出力層の各素子を線形のしきい値関数としたものである.本年度のこれまでの研究で,各素子として,同様に基本的な入力の和・積・線形・最小値をとるものを考え,それらの組合せとして表される関数の正確な学習について調べ,これらの関数が多くの場合質問を用いて(O(n^d)とかO(dn)回とかの質問で)正確に学習可能であり,またしきい値関数の場合の近似学習の限界について示した.

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  • 確率的挙動を示す学習アルゴリズムとそれによる学習概念のクラス分け

    Grant number:03245201  1991    

    日本学術振興会  科学研究費助成事業  重点領域研究  東京大学

    今井 浩, 今井 桂子, HOULE Michea

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    Grant amount: \2500000 ( Direct Cost: \2500000 )

    本年度の研究では、柔らかい学習を可能にする計算量に基づく学習理論のうち、確率的挙動を示す学習アルゴリズムについて、特にκラベル空間を学習する問題について研究し、またそのための基礎的な解析手法をまとめた。
    これまでの例からの学習の最も基本的な枠組では、ある概念クラスを学習したい時、その概念クラスに含まれる例(正例)とそれに含まれない例(負例)が与えられるとしていた。このような状況は、概念クラスが1つの場合に応対している。しかし、学習対象の概念クラスが1個だけでなく、κ個ある場合も一般に多い。そのような例としては、3層ニュ-ラルネットで各ユニットを線形のしきい値関数とみなしたときの、n入力層とm中間層で構成されるn次元空間の分割やk次元のk+1等分割問題などが上げられる。そのような場合も、概念クラスが1つの場合を階層的に組み合わせて対処できることもあるが、そうすると対処できたとしてもk個の概念クラスをまとめて取り扱った時よりなんらかの意味で悪くなることが予想される。
    そこで、k種のクラスがある場合をκラベル空間として定式化し、一般的なkラベル空間の複雑さに関する考察と、ランダムサンプリングによって学習する時の、ある指定された精度を高い確率で達成するために必要なサンプル数の評価を行ない、それを上述のk次元のk+1等分問題に適用した。その応用として、割り当てアルゴリズムの解析を行なった。これによって、正例と負例だけの基本的な場合を繰り返し組み合わせて複雑なものを表現するよりも、k種のものをまとめて取り扱うことにより、より効率的な処理が可能になることを示した。また、本研究はValiantのいわゆるPAC学習モデルでのVC次元を用いた学習理論について、その拡張を試みたものといえ、VC次元を拡張した容量的概念を、Chernoff限界などを用いて証明したものである。

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Committee Memberships

  • 2021.7 - 2022.6

    独立行政法人日本学術振興会   特別研究員等審査会委員  

  • 2018.8 - 2018.10

    独立行政法人 科学技術振興機構   未来社会創造事業 研究開発運営会議 外部専門家  

  • 2016.11 - 2017.10

    文部科学省   大学設置・学校法人審議会専門委員  

  • 2016.1 - 2017.3

    独立行政法人 大学評価・学位授与機構   国立大学教育研究評価委員会専門委員  

  • 2015.4 - 2017.2

    文部科学省   科学技術・学術審議会専門委員  

  • 2015.11 - 2016.10

    文部科学省   大学設置・学校法人審議会専門委員  

  • 2015.11 - 2016.3

    独立行政法人 科学技術振興機構   戦略的創造研究推進事業総括実施型研究事後評価委員  

  • 2014.12 - 2015.11

    独立行政法人 日本学術振興会   科学研究費委員会専門委員  

  • 2015.4 - 2015.10

    文部科学省   大学設置・学校法人審議会専門委員  

  • 2014.12 - 2015.6

    独立行政法人 科学技術振興機構   戦略的創造研究推進事業における追跡評価  

  • 2014.4 - 2015.3

    文部科学省   大学設置・学校法人審議会専門委員  

  • 2013.12 - 2014.11

    独立行政法人 日本学術振興会   科学研究費委員会専門委員  

  • 2013.11 - 2014.3

    独立行政法人 科学技術振興機構   戦略的創造研究推進事業総括実施型研究事後評価委員  

  • 2012.1 - 2012.12

    独立行政法人 日本学術振興会   科学研究費委員会審査第一部会総合領域小委員会委員  

  • 2011.10 -  

    日本学術会議   連携会員  

  • 2009.1 - 2009.12

    独立行政法人 日本学術振興会   科学研究費委員会専門委員  

  • 2008.2 - 2009.6

    独立行政法人 大学評価・学位授与機構   国立大学教育研究評価委員会専門委員  

  • 2008.1 - 2008.12

    独立行政法人 日本学術振興会   科学研究費委員会専門委員  

  • 2005.1 - 2005.12

    独立行政法人 日本学術振興会   科学研究費委員会専門委員  

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Social Activities

  • 学校法人津田塾大学評議員

    2015.7 - 2019.7

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  • 特定非営利活動法人 TECUM

    2019.5 -  

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  • 特定非営利活動法人 女子中高生理工系キャリアパスプロジェクト

    2018.10 -  

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