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Optimization of Systems having Uncontrollable Subsystems

Research Project

Project/Area Number 14380188
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field 社会システム工学
Research InstitutionUniversity of Tsukuba

Principal Investigator

YAMAMOTO Yoshitsugu  University of Tsukuba, Graduate School of Systems and Information Engineering, Professor, 大学院・システム情報工学研究科, 教授 (00119033)

Co-Investigator(Kenkyū-buntansha) YOSHISE Akiko  University of Tsukuba, Graduate School of Systems and Information Engineering, Associate Professor, 大学院・システム情報工学研究科, 助教授 (50234472)
SATO-ILIC Mika  University of Tsukuba, Graduate School of Systems and Information Engineering, Associate Professor, 大学院・システム情報工学研究科, 助教授 (60269214)
SHIGENO Maiko  University of Tsukuba, Graduate School of Systems and Information Engineering, Associate Professor, 大学院・システム情報工学研究科, 助教授 (40272687)
GOTOH Junya  University of Tsukuba, Graduate School of Systems and Information Engineering, Assistant Professor, 大学院・システム情報工学研究科, 講師 (40334031)
HACHIMORI Masahiro  University of Tsukuba, Graduate School of Systems and Information Engineering, Assistant Professor, 大学院・システム情報工学研究科, 講師 (00344862)
Project Period (FY) 2002 – 2004
Project Status Completed (Fiscal Year 2004)
Budget Amount *help
¥5,900,000 (Direct Cost: ¥5,900,000)
Fiscal Year 2004: ¥1,600,000 (Direct Cost: ¥1,600,000)
Fiscal Year 2003: ¥1,900,000 (Direct Cost: ¥1,900,000)
Fiscal Year 2002: ¥2,400,000 (Direct Cost: ¥2,400,000)
KeywordsGame theory / Social welfare function / Social choice function / Global optimization / Network flow / Complementarity / Multi Dimensional scaling / 大域的適化 / 非凸性 / 相補性条件 / 制御不能 / 部分システム / 極大流 / 非凸集合 / NP困難 / 相補性 / 凹関数
Research Abstract

A conventional paradigm common to mathematical programming or optimization could be referred to as "controllability." Namely, it is taken for granted that we can freely control the variables of the system as we choose. What has been done sp far in this field is to optimize an objective function under this controllability assumption. The difficulty of putting together the different and controversial objectives of the system into a single objective function has been recognized and hence drove multi-objective optimization as well as multi-level optimization. However, the uncontrollability of variables has not been fully considered yet.
Take a society as the whole system and each individual with his own preference function as a sub-system, the model we consider here leads to the social welfare function and social choice function concerning the democratic decision of society. We have shown, like the conventional impossibility theorem, negative conclusions in the society of mutual evaluation, … More however some positive conclusion about the strategy proofness. Concerning the problem of how much cost each stakeholder should pay we have given some results about the non-emptyness of core.
We take a network as the whole system, which is divided into several sub-networks, and arc flows as variables to control, and considered the design problem of network by means of worst case analysis. The problem is formulated as an optimization problem over a non-convex set, for which we have proposed an algorithm. The complementarity constraint emerges as this kind of optimization problems, and we also investigate the interior point method for the problem. If the uncontrollability comes from the probabilistic nature of the system, stochastic programming that emerges as credit risk problem, portfolio selection problems comes in. Fuzzy parameters will bring fuzzy optimization.
With the above viewpoint, encouraging self-discipline of members we have carried out collaboration for three years. A good many papers has been published with the support of this fellowship. Less

Report

(4 results)
  • 2004 Annual Research Report   Final Research Report Summary
  • 2003 Annual Research Report
  • 2002 Annual Research Report
  • Research Products

    (75 results)

All 2005 2004 2003 2002 Other

All Journal Article (56 results) Publications (19 results)

  • [Journal Article] Optimality condition and geometric properties of a linear multilevel programming problem with dominated objective functions2005

    • Author(s)
      G.Z.Ruan, S.Y.Wang, Y.Yamamoto, S.S.Zhu
    • Journal Title

      Journal of Optimization Theory and Applications 123

      Pages: 409-429

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Annual Research Report 2004 Final Research Report Summary
  • [Journal Article] Global optimization method for solving mathematical programs with linear complementarity constraints2005

    • Author(s)
      N.v.Thoai, Y.Yamamoto, A.Yoshise
    • Journal Title

      Journal of Optimization Theory and Applications 124

      Pages: 467-490

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Annual Research Report 2004 Final Research Report Summary
  • [Journal Article] Social welfare function for restricted preference domain2005

    • Author(s)
      K.Ohbo, M.Tsurutani, M.Umezawa, Y.Yamamoto
    • Journal Title

      Pacific Journal of Optimization to appear

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] A cost allocation problem arising in hub-spoke network systems2005

    • Author(s)
      N.Matsubayashi, M.Umezawa, Y.Masuda, H.Nishino
    • Journal Title

      European Journal of Operational Research 160

      Pages: 821-838

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Optimality condition and geometric properties of a linear multilevel programming problem with dominated objective functions2005

    • Author(s)
      G.Z.Ruan, S.Y.Wang, Y.Yamamoto, S.S.Zhu
    • Journal Title

      Journal of Optimization Theory and Applications Vol.123

      Pages: 409-429

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Global optimization method for solving mathematical programs with linear complementarity constraints2005

    • Author(s)
      N.v.Thoai, Y.Yamamoto, A.Yoshise
    • Journal Title

      Journal of Optimization Theory and Applications Vol.124

      Pages: 467-490

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] A cost allocation problem arising in hub-spoke network systems2005

    • Author(s)
      N.Matsubayashi, M.Umezawa, Y.Masuda, H.Nishino
    • Journal Title

      European Journal of Operational Research Vol.160

      Pages: 821-838

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Weighted principal component analysis based on fuzzy clustering2004

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      Scientiae Mathematicae Japonicae 60

      Pages: 235-244

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Annual Research Report 2004 Final Research Report Summary
  • [Journal Article] Tangle sum and constructible spheres2004

    • Author(s)
      M.Hachimori, K.Shimokawa
    • Journal Title

      Journal of Knot Theory and Its Ramifications

      Pages: 373-383

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Continuum of zero points of a mapping on a compact, convex set2004

    • Author(s)
      A.J.J.Talman, Y.Yamamoto
    • Journal Title

      SIAM Journal on Optimization 14

      Pages: 1128-1139

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Annual Research Report 2004 Final Research Report Summary
  • [Journal Article] Evaluating all Bertrand-Nash equilibria in a discrete spatial duopoly model2004

    • Author(s)
      N.Matsubayashi, M.Umezawa, Y.Masuda, H.Nishino
    • Journal Title

      Journal of the Operations Research Society of Japan 47

      Pages: 25-37

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Annual Research Report 2004 Final Research Report Summary
  • [Journal Article] A survey of combinatorial maximum flow algorithms on a network with gains2004

    • Author(s)
      M.Shigeno
    • Journal Title

      Journal of the Operations Research Society of Japan 47

      Pages: 244-264

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Fuzzy clustering based regression model2004

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      2004 Annual Meeting of the North American Fuzzy Information Processing Society

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Self organized fuzzy clustering2004

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      Intelligent Engineering Systems through Artificial Neural Networks 14

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] D.C. optimization methods for the minimum maximal flow problem2004

    • Author(s)
      Y.Yamamoto, D.Zenke
    • Journal Title

      Discussion Paper Series, Institute of Policy and Planning Sciences, University of Tsukuba 1094

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Interior point trajectories and a homogeneous model for nonlinear complementarity problems over symmetric cones2004

    • Author(s)
      A.Yoshise
    • Journal Title

      Discussion Paper Series, Institute of Policy and Planning Sciences, University of Tsukuba 1090

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Weighted principal component analysis based on fuzzy clustering2004

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      Scientiae Mathematicae Japonicae Vol.60

      Pages: 235-244

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Tangle sum and constructible spheres2004

    • Author(s)
      M.Hachimori, K.Shimokawa
    • Journal Title

      Journal of Knot Theory and Its Ramifications Vol.13

      Pages: 373-383

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Continuum of zero points of a mapping on a compact, convex set2004

    • Author(s)
      A.J.J.Talman, Y.Yamamoto
    • Journal Title

      SIAM Journal on Optimization Vol.14

      Pages: 1128-1139

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Evaluating all Bertrand-Nash equilibria in a discrete spatial duopoly model2004

    • Author(s)
      N.Matsubayashi, M.Umezawa, Y.Masuda, H.Nishino
    • Journal Title

      Journal of the Operations Research Society of Japan Vol.47

      Pages: 25-37

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] A survey of combinatorial maximum flow algorithms on a network with gains2004

    • Author(s)
      M.Shigeno
    • Journal Title

      Journal of the Operations Research Society of Japan Vol.47

      Pages: 244-264

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Self organized fuzzy clustering2004

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      Intelligent Engineering Systems through Artificial Neural Networks Vol.14

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] D.C. optimization methods for the minimum maximal flow problem2004

    • Author(s)
      Y.Yamamoto, D.Zenke
    • Journal Title

      Discussion Paper Series, Institute of Policy and Planning Sciences, University of Tsukuba Vol.1094

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Interior point trajectories and a homogeneous model for nonlinear complementarity problems over symmetric cones2004

    • Author(s)
      A.Yoshise
    • Journal Title

      Discussion Paper Series, Institute of Policy and Planning Sciences, University of Tsukuba Vol.1090

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Tangle sum and constructible spheres2004

    • Author(s)
      M.Hachimori, K.Shimokawa
    • Journal Title

      Journal of Knot Theory and Its Ramifications 13

      Pages: 373-383

    • Related Report
      2004 Annual Research Report
  • [Journal Article] 相互評価の下での不可能性定理2003

    • Author(s)
      安藤和敏, 小原朱理, 山本芳嗣
    • Journal Title

      Journal of the Operations Research Society of Japan 46

      Pages: 523-533

    • NAID

      110001183587

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Global optimization method for solving the minimum maximal flow problem2003

    • Author(s)
      J.Gotoh, N.v.Thoai, Y.Yamamoto
    • Journal Title

      Optimization Methods and Software 18

      Pages: 395-415

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] A minimax rule for portfolio selection in frictional markets2003

    • Author(s)
      S.Y.Wang, Y.Yamamoto, M.Yu
    • Journal Title

      Mathematical Methods of Operations Research 57

      Pages: 141-155

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Minimum maximal flow problem - An optimization over the efficient set -2003

    • Author(s)
      M.Shigeno, I.Takahashi, Y.Yamamoto
    • Journal Title

      Journal of Global Optimization 25

      Pages: 425-433

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Fast cycle canceling algorithms for minmimum cost submodular flow2003

    • Author(s)
      S.Iwata, S.T.McCormick, M.Shigeno
    • Journal Title

      Combinatorica 23

      Pages: 503-525

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Sufficient conditions for nonempty core of minimum cost forest games2003

    • Author(s)
      M.Umezawa, H.Nishino
    • Journal Title

      Journal of the Operations Research Society of Japan 46

      Pages: 35-43

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] On kernel based fuzzy cluster loadings with the interpretation of the fuzzy clustering result2003

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      International Journal of Computational and Numerical Analysis and Applications 4

      Pages: 265-278

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Optimization over the efficient set - Overview -2003

    • Author(s)
      Y.Yamamoto
    • Journal Title

      Journal of Global Optimization 22

      Pages: 285-317

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Maximum network flows with concave gains2003

    • Author(s)
      M.Shigeno
    • Journal Title

      The 3rd Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Asymmetric kernel fuzzy clustering loading2003

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      Intelligent Engineering Systems through Artificial Neural Networks

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] A homogeneous model for PO and P^* nonlinear complementarity problems2003

    • Author(s)
      A.Yoshise
    • Journal Title

      Discussion Paper Series, Institute of Policy and Planning Sciences, University of Tsukuba 1058

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Impossibility theorem under mutual evaluation2003

    • Author(s)
      K.Ando, A, Ohara, Y.Yamamoto
    • Journal Title

      Journal of the Operations Research Society of Japan (in Japanese) Vol.46

      Pages: 523-533

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Global optimization method for solving the minimum maximal flow problem2003

    • Author(s)
      J.Gotoh, N.v.Thoai, Y.Yamamoto
    • Journal Title

      Optimization Methods and Software Vol.18

      Pages: 395-415

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] A minimax rule for portfolio selection in frictional markets2003

    • Author(s)
      S.Y.Wang, Y.Yamamoto, M.Yu
    • Journal Title

      Mathematical Methods of Operations Research Vol.57

      Pages: 141-155

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Minimum maximal flow problem -An optimization over the efficient set -2003

    • Author(s)
      M.Shigeno, I.Takahashi, Y.Yamamoto
    • Journal Title

      Journal of Global Optimization Vol.25

      Pages: 425-433

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Fast cycle canceling algorithms for minmimum cost submodular flow2003

    • Author(s)
      S.Iwata, S.T.McCormick, M.Shigeno
    • Journal Title

      Combinatorica Vol.23

      Pages: 503-525

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Sufficient conditions for nonempty core of minimum cost forest games2003

    • Author(s)
      M.Umezawa, H.Nishino
    • Journal Title

      Journal of the Operations Research Society of Japan Vol.46

      Pages: 35-43

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] On kernel based fuzzy cluster loadings with the interpretation of the fuzzy clustering result2003

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      International Journal of Computational and Numerical Analysis and Applications Vol.4

      Pages: 265-278

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] An aftertreatment technique for improving the accuracy of Adomian's decomposition method2003

    • Author(s)
      Y.C.Jiao, Y.Yamamoto, C.Dang, Y.Ha
    • Journal Title

      Computers and Mathematics with Applications Vol.43

      Pages: 783-798

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Optimization over the efficient set -Overview -2003

    • Author(s)
      Y.Yamamoto
    • Journal Title

      Journal of Global Optimization Vol.22

      Pages: 285-317

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Asymmetric kernel fuzzy clustering loading2003

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      Intelligent Engineering Systems through Artificial Neural Networks Vol.13

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] A homogeneous model for PO and P^* nonlinear complementarity problems2003

    • Author(s)
      A.Yoshise
    • Journal Title

      Discussion Paper Series, Institute of Policy and Planning Sciences, University of Tsukuba Vol.1058

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] An aftertreatment technique for improving the accuracy of Adomian's decomposition method2002

    • Author(s)
      Y.C.Jiao, Y.Yamamoto, C.Dang, Y.Ha
    • Journal Title

      Computers and Mathematics with Applications 43

      Pages: 783-798

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Dynamic fuzzy clustering using fuzzy cluster loading2002

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      Intelligent Engineering Systems through Artificial Neural Networks

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] On an application of fuzzy clustering for weighted regression analysi2002

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      Proceedings of the 4th ARS Conference of the IASC

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Fuzzy regression analysis using fuzzy clustering2002

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      2002 Annual Meeting of the North American Fuzzy Information Processing Society

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Solving sports scheduling problems using network structur2002

    • Author(s)
      A.Suzuka, Y.Saruwatari, A.Yoshise
    • Journal Title

      Discussion Paper Series, Institute of Policy and Planning Sciences, University of Tsukuba 1006

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Dynamic fuzzy clustering using fuzzy cluster loading2002

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      Intelligent Engineering Systems through Artificial Neural Networks Vol.12

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] On an application of fuzzy clustering for weighted regression analysis2002

    • Author(s)
      M.Sato-Ilic
    • Journal Title

      Proceedings of the 4th ARS Conference of the IASC

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Solving sports scheduling problems using network structure2002

    • Author(s)
      A.Suzuka, Y.Saruwatari, A.Yoshise
    • Journal Title

      Discussion Paper Series, Institute of Policy and Planning Sciences, University of Tsukuba Vol.1006

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Journal Article] Social welfare function for restricted preference domain

    • Author(s)
      K.Ohbo, M.Tsurutani, M.Umezawa, Y.Yamamoto
    • Journal Title

      Pacific Journal of Optimization (to appear)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2004 Final Research Report Summary
  • [Publications] 安藤和敏, 小原朱理, 山本芳嗣: "相互評価における不可能性定理"Jounal of the Operations Research Society of Japan. 46・4. 523-533 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] J.Gotoh, N.V.Thoai, Y.Yamamoto: "Global optimization method for solving the minimum maximal flow problem"Optimization Methods and Software. 18. 395-415 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] S.Y.Wang, Y.Yamamoto, M.Yu: "A minimax rule for portfolio selection in frictional markets"Mathematical Methods of Operations Researc. 57. 141-155 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] M.Shigeno, I.Takahashi, Y.Yamamoto: "Minimum maximal flow problem -An optimization over the efficient set-"Jounal of Global Optimization. 25. 425-443 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] S.Iwata, S.T.McCormick, M.Shigeno: "Fast cycle canceling algorithms for minimum cost submodular flow"Combinatorica. 23. 503-525 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] A.Yoshise: "A homogeneous model for PO and P^* nonlinear complementarity problems"The Institute of Statistical : Optimization -Modeling and Algorithms-. 23. 200-220 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 八森正泰: "核付アフィン点配置の根付サーキット系の性質について"京都大学数理解析研究所講究録. 1349. 187-203 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] N.Matsubayashi, M.Umezawa, Y.Masuda, H.Nishino: "Evaluating all Bertrand-Nash equilibria in discrete spatial model"Journal of the Operations Research Society of Japan. 47(未定). (2004)

    • Related Report
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  • [Publications] M.Sato-llic: "Asymmetric kernel fuzzy cluster loading"Intelligent Engineering Systems through Artificial Neural Networks. 13. 411-416 (2003)

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      2003 Annual Research Report
  • [Publications] M.Shigeno: "Minimum maximal flow problem An optimization over the efficient set-"Journal of Global Optimization. 25,4. 425-443 (2003)

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  • [Publications] Y.C.Jiao: "An aftertrcatment technique for improving the accuracy of Adomian's decomposition method"Computers and Mathematics with Applications. 43. 783-798 (2002)

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  • [Publications] Y.Yamamoto: "Optimization over the efficient set -Overview-"Journal of Global Optimization. 22,1-4. 285-317 (2002)

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  • [Publications] M.Sato-llic: "Dynamic fuzzy clustering using fuzzy cluster loading"Intelligent Engineering Systems Through Artificial Neural Networks. 2. 309-314 (2002)

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  • [Publications] M.Sato-llic: "Fuzzy regression analysis using fuzzy clustering"2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. 57-62 (2002)

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  • [Publications] M.Sato-llic: "Fuzzy clustering structure based weighted principal component analysis"Proceedings of 5^<th> Czech-Japan Seminar on Data Analysis and Decision Making under Uncertainty. 97-102 (2002)

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      2002 Annual Research Report
  • [Publications] M.Shigeno: "Maximum network flows with concave gains"The 3rd Hungarian-Japanese Symposium on Discrete Mathematics and Its Applications. 204-213 (2003)

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  • [Publications] M.Sato-llic: "On an application of fuzzy clustering for weighted regression analysis"Proceedings of the 4^<th> ARS Conference of the IASC. 55-58 (2002)

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      2002 Annual Research Report
  • [Publications] N.v.Thoai: "Global optimization method for solving mathematical programs with linear complementarity constraints"Institute of Policy and Planning Sciences Discussion Paper Series. 987. (2002)

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  • [Publications] A.Suzuka: "Solving sports scheduling problems using network structure"Institute of Policy and Planning Sciences Discussion Paper Series. 1006. (2002)

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Published: 2002-04-01   Modified: 2016-04-21  

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