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A framework of oligopolistic market simulation with coevolutionary computation

  • Haoyong Chen
  • , Xifan Wang
  • , Kit Po Wong
  • , Chi Yung Chung
  • Xi'an Jiaotong University
  • Hong Kong Polytechnic University

科研成果: 书/报告/会议事项章节会议稿件同行评审

3 引用 (Scopus)

摘要

The paper presents a new framework of oligopolistic market simulation based on coevolutionary computation. The coevolutionary computation architecture can be regarded as a special model of the agent-based computational economics (ACE), which is a computational study of economies modeled as dynamic systems of interacting agents. The supply function equilibrium (SFE) model of an oligopolistic market is used in simulation. The piece-wise affine and continuous supply functions which have a large number of pieces are used to numerically estimate the equilibrium supply functions of any shapes. An example based on the cost data from the real-world electricity industry is used to validate the approach presented in this paper. Simulation results show that the coevolutionary approach robustly converges to SFE in different cases. The approach is robust and flexible and has the potential to be used to solve the complicated equilibrium problems in real-world oligopolistic markets.

源语言英语
主期刊名Advances in Natural Computation - Second International Conference, ICNC 2006, Proceedings,
出版商Springer Verlag
860-869
页数10
ISBN(印刷版)3540459014, 9783540459019
DOI
出版状态已出版 - 2006
活动2nd International Conference on Natural Computation, ICNC 2006 - Xi'an, 中国
期限: 24 9月 200628 9月 2006

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
4221 LNCS - I
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议2nd International Conference on Natural Computation, ICNC 2006
国家/地区中国
Xi'an
时期24/09/0628/09/06

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