基于多AGENT系统的电力合约市场协商平台框架研究

Abstract

Abstract: The paper presents an evolutionary negotiation platform for power generating and power purchasing companies in contract market,which can support the free negotiation process as in real world.An intelligent agent implements the process by selecting a negotiation strategy based on learning mechanism.To realize the target of "applicablity",some special designs are as follows: negotiation strategy which is the base of automated negotiation is defined and fuzzy controller genetic algorithm for strategy learning is proposed.Aiming at the dynamics and enormous incomplete information,defeasible logic that if of flexibility and robustness is proposed as negotiation language and Protocol Operation Semantic(POS) is utilized in the system as communication protocol to meet with the requirement of sequence information exchange.Finally the paper presents the architecture of the agent design.

Key words: electricity market, multi-agent system, trading platform, contract negotiation

CLC Number:

F270

YU Shun-kun, YUAN Jia-hai. Study on Multi-agent Absed Trading Platform Contract Electricity Market[J]. Chinese Journal of Management Science, 2006, (2): 117-123.

References

[1] Yeung C,Poon A,Wu F.Game theoretical multi-agent modeling of coalition formation for multilateral trades[J].IEEE Trans Power System,1999,14(3):929 -934.
[2] Richter C,Sheble G.Genetic algorithm evolution of utility bidding strategies for the competitive market-place[J].IEEE Trans Power System,1998,13(1):256-261.
[3] M.Wooldridge,Agent-based software engineering[J].IEE Proceeding on Software Engineering,1997,144 (1):26-37.
[4] 杨善林,朱卫东,刘业政.基于互联网的企业智能决策支持系统研究[J].中国管理科学,2002,10(6):76-80.
[5] 王敏红,郑会颂.基于CORBA的Multi-agent虚拟企业信息系统[J].中国管理科学,2002,10(2):41-46.
[6] Al-Agtash S,Al-Fayoumi N.An evolutionary computation approach to electricity trade negotiation[J].Advance in Engineering Software,2005,36(3):173-179.
[7] 袁家海,胡兆光.基于智能体的电力合约市场协商模拟系统[J].电网技术,2005,29(11):49-53.
[8] Yannis Labrou and Tim Finin.A Proposal for a new KQML Specification[R].TRCS-97-03,February1997,Computer Science and Electrical Engineering Department.University of Maryland Baltimore County,Baltimore,MD21250.
[9] Matos N,Sierra C,Jennings N.Determining successful negotiation strategies:an evolutionary approach[C].Proceedings of 3rd Int.Conf.on Multi-Agent Systems (ICMAS-98),182-189,Paris,France.
[10] Shaheen S.Fatima,Michael Wooldridge,Nicholas R.Jennings.An agent-based framework for multi-issue negotiation[J].Artificial Intelligence,2004,152(1):1-45.
[11] A.E.Roth and I.Erev.Learning in Extensive Form Games:Experimental Data and Simple Dynamic Models in the Intermediate Term[J].Games and Economic Behavior,1995,8(1):164-212.
[12] Guttman,Joel M.Rational actors,tit-for-tat types,and the evolution of cooperation[J].Journal of Economic Behavior & Organization,1996,29(1):27-56.
[13] 王平洋,王广生,胡兆光.加快模糊遗传算法的搜索过程[J].电网技术,1999,23(5):3-7.
[14] Marlon Dumas,Guido Governatori,Arthur H.M.A formal approach to negotiating agents development[J].Electronic Commerce Research and Applications,2002,1(1):193-207.
[15] J-L Koning,P-Y Oudeyer.Formalization,implementation and validation of conversation policies using a protocol operational semantics[J].Cognitive Systems Research,2003,4(3):223-242.
[16] AgentBuilder User's Guide[R].Version 1.3,2000.

Study on Multi-agent Absed Trading Platform Contract Electricity Market

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