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Synthesis, Analysis and Algorithms of Optimization and Equilibrium Systems

Research Project

Project/Area Number 11694151
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field System engineering
Research InstitutionKYOTO UNIVERSITY

Principal Investigator

FUKUSHIMA Masao  Kyoto University, Graduate School of Informatics, Professor, 情報学研究科, 教授 (30089114)

Co-Investigator(Kenkyū-buntansha) CHEN Xiaojun  Shimane University, Interdisciplinary Faculty of Science and Engineering, Associate University, 総合理工学部, 助教授 (70304251)
YAMASHITA Nobuo  Kyoto University, Graduate School of Informatics, Assistant Professor, 情報学研究科, 助手 (30293898)
Project Period (FY) 1999 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥9,900,000 (Direct Cost: ¥9,900,000)
Fiscal Year 2001: ¥3,100,000 (Direct Cost: ¥3,100,000)
Fiscal Year 2000: ¥3,200,000 (Direct Cost: ¥3,200,000)
Fiscal Year 1999: ¥3,600,000 (Direct Cost: ¥3,600,000)
KeywordsOptimization / Equilibrium model / Algorithm / Mathematical programming / Complementarity problem / Variation inequality problem / Parallel algorithm
Research Abstract

Optimization is a fundamental concept in systems approach and a variety of methods have been developed and applied to practical problems. However, in order to deal with more complex problems that arise in engineering and social sciences, it is necessary to introduce the concept of hierarchical optimization or more generally optimization under equilibrium conditions, and construct a framework of effective methods for such problems. From this standpoint, the project have developed a number of approaches to the solution of various optimization and equilibrium problems. The obtained results are summarized as follows :
1. Efficient algorithms for solving the system of nonlinear equations, which constitutes the most fundamental class of equilibrium. Moreover efficient algorithms for unconstrained and constrained optimization problems have been developed.
2. The proximal point algorithm, which is one of the most basic approaches to optimization and equilibrium problems, has been studied, and some novel results on its desirable convergence properties have been established.
3. Various reformulation methods that enable us to solve equilibrium problems by means of optimization techniques have been developed.
4. Optimization problems involving equilibrium constraints have been studies in depth and a number of novel and remarkable results have been obtained.

Report

(4 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • Research Products

    (31 results)

All Other

All Publications (31 results)

  • [Publications] N.Yamashita, M.Fukushima: "The Proximal point algorithm with genuine superlinear convergence for the monotone complementarity problem"SIAM Journal on Optimization. 11・2. 364-379 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] D.Li, N.Yamashita, M.Fukushima: "A nonsmooth equation based BFGS method for solving KKT systems in mathematical programming"Journal of Optimization Theory and Applications. 109・1. 123-167 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] J.P.Zeng, D.Li, M.Fukushima: "Weighted max-norm estimate of additive Schwarz iteration scheme for solving linear complementarity problems"Journal of Computational and Applied Mathematics. 131・1. 1-14 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] N.Yamashita, C.Kanzow, T.Morimoto, M.Fukushima: "An infeasible interior proximal method convex programming problems with linear constraints"Journal of Nonlinear and Convex Analysis. 2・2. 139-156 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Fukushima, Z.-Q.Luo, P.Tseng: "Smoothing functions for second-order-cone complementarity problems"SIAM Journal on Optimization. 12・2. 436-460 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.Fukushima, P.Tseng: "An implementable active-set algorithm for computing a B-stationary point of the mathmatical program with linear complementarity constraints"SIAM Journal on Optimization. 12・3. 724-739 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 福島雅夫: "非線形最適化の基礎"朝倉書店. 249 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] N. Yamashita and M. Fukushima: "The proximal point algorithm with genuine superlinear convergence for the monotone complementarity problem"SIAM Journal on Optimization. Vol.11,No.2. 364-379 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] D. Li, N. Yamashila and M. Fukushima: "A nonsmooth equation based BFGS method for solving KKT systems in mathematical programming"Journal of Optimization Theory and Applications. Vol.109,No.1. 123-167 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] J.P. Zeng, D. Li and M. Fukushima: "Weighted max-norm estimate of additive Schwarz iteration scheme for solving linear complementarity problems"Journal of Computational and Applied Mathematics. Vol.131,No.1. 1-14 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] N. Yamashita, C. Kanzow, T. Morimoto and M. Fukushima: "An infeasible interior proximal method convex programming problems with linear constraints"Journal of Nonlinear and Convex Analysis. Vol.2,No.2. 139-156 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Fukushima, Z.-Q. Luo and P. Tseng.: "Smoothing Junctions for second-order-cone complementarity problems"SIAM Journal on Optimization. Vol.12,No.2. 436-460 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Fukushiina and P. Tseng: "An implementable active-set algorithm for computing a B-stationary point of the mathematical program with linear complementarity constraints"SIAM Journal on Optimization. Vol.12,No.3. 724-739 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] N.Yamashita, M.Fukushima: "The proximal point algorithm with genuine superlinear convergence for the monotone complementarity problem"SIAM Journal on Optimization. 11・2. 364-379 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] D.Li, N.Yamashita, M.Fukushima: "A nonsmooth equation based BFGS method for solving KKT systems in mathematical programming"Journal of Optimization Theory and Applications. 109・1. 123-167 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] J.P.Zeng, D.Li, M.Fukushima: "Weighted max-norm estimate of additive Schwarz iteration scheme for solving linear complementarity problems"Journal of Computational and Applied Mathematics. 131・1. 1-14 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] N.Yamashita, C.Kanzow, T.Morimoto, M.Fukushima: "An infeasible interior proximal method convex programming problems with linear constraints"Journal of Nonlinear and Convex Analysis. 2・2. 139-156 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.Fukushima, Z.-Q.Luo, P.Tseng: "Smoothing functions for second-order-cone complementarity problems"SIAM Journal on Optimization. 12・2. 436-460 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.Fukushima, P.Tseng: "An implementable active-set algorithm for computing a B-stationary point of the mathematical program with limear complementarity constraints"SIAM Journal on Optimization. 12・3. 724-739 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] 福島雅夫: "非線形最適化の基礎"朝倉書店. 249 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] A.I.Rauf and M.Fukushima: "A globally convergent BFGS method for nonsmooth convex optimization"Journal of Optimization Theory and Applications. 104・3. 539-558 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Kyoto and M.Fukushima: "Nonlinear proxinal decomposition method for convex programming"Journal of Optimization Theory and Applicatons. 106・2. 357-372 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] D.Li and M.Fukushima: "A mochified BFGS method and its global convergense in convex minimization"Computational Optimization and Applications. (掲載予定).

    • Related Report
      2000 Annual Research Report
  • [Publications] D.Li and M.Fukushima: "On the global convergense of the BFGS method for nonconvex unconstrained optimization problems"SIAM Journal on Optimization. (掲載予定).

    • Related Report
      2000 Annual Research Report
  • [Publications] J.S.Pang and M.Fukushima: "Complementarity constraint qualifications and simplified B-stationarity conditions for mathematical programs with equilibrium constraints"Computational Optimization and Applications. 13. 111-136 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] J.M.Peng,C.Kanzaw,M.Fukushima: "A hybrid Josephy-Newton method for sciving box constrained variational inaquality problems"Optimization Methods and Software. 10. 687-710 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] X.Chen and M.Fukushima: "Proxinal quasi-Newton methods for nondifferentiable convex optimization"Mathematical Programming. 85. 313-334 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] M.Fukushima and J.S.Pang: "Convergence of a smoothing continuation method for mathematical programs with complementarity constraints"Ill-posed Variational Problems and Regularization Techniques. 99-110 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] D.Li and M.Fukushima: "A globally and suporlinearly convergent Gauss-Newton based BFGS method for symmetric equations"SIAM Journal on Numerical Analysis. (掲載予定).

    • Related Report
      1999 Annual Research Report
  • [Publications] D.Li and M.Fukushima: "A derivative-free line search and giobal convergence of Bloyden-like method for nonlinear equations"Computational Optimization and Applications. (掲載予定).

    • Related Report
      1999 Annual Research Report
  • [Publications] 山川栄樹, 福島雅夫: "数理計画における並列計算"朝倉書店. 225 (2000)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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