Collaboration strategy for software dynamic evolution of multi-agent system

被引:0
|
作者
李青山 [1 ]
褚华 [1 ]
张曼 [1 ]
李敏 [1 ]
刁亮 [1 ]
机构
[1] Software Engineering Institute, Xidian University
基金
中央高校基本科研业务费专项资金资助; 中国国家自然科学基金;
关键词
multi-agent system; dynamic evolution; task decomposition; collaboration;
D O I
暂无
中图分类号
F49 [信息产业经济]; TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1201 ; 1405 ;
摘要
As the ability of a single agent is limited while information and resources in multi-agent systems are distributed, cooperation is necessary for agents to accomplish a complex task. In the open and changeable environment on the Internet, it is of great significance to research a system flexible and capable in dynamic evolution that can find a collaboration method for agents which can be used in dynamic evolution process. With such a method, agents accomplish tasks for an overall target and at the same time, the collaborative relationship of agents can be adjusted with the change of environment. A method of task decomposition and collaboration of agents by improved contract net protocol is introduced. Finally, analysis on the result of the experiments is performed to verify the improved contract net protocol can greatly increase the efficiency of communication and collaboration in multi-agent system.
引用
收藏
页码:2629 / 2637
页数:9
相关论文
共 50 条
  • [21] Evolution of a multi-agent system in a cyclical environment
    Baptista, Tiago
    Costa, Ernesto
    THEORY IN BIOSCIENCES, 2008, 127 (02) : 141 - 148
  • [22] Evolution of a multi-agent system in a cyclical environment
    Tiago Baptista
    Ernesto Costa
    Theory in Biosciences, 2008, 127 : 141 - 148
  • [23] Multi-agent system for dynamic manufacturing system optimization
    Al-Kanhal, Tawfeeq
    Abbod, Maysam
    COMPUTATIONAL SCIENCE - ICCS 2008, PT 3, 2008, 5103 : 634 - 643
  • [24] A multi-agent system for dynamic network reconfiguration
    Maj, A
    Jurowicz, J
    Kozlak, J
    Cetnarowicz, K
    MULTI-AGENT SYSTEMS AND APPLICATIONS III, PROCEEDINGS, 2003, 2691 : 511 - 521
  • [25] A Multi-Agent System for Dynamic Ride Sharing
    Bandara, H. A. N. C.
    Dias, Dileeka
    2009 INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS, 2009, : 199 - 203
  • [26] The multi-agent system for dynamic network routing
    Onishi, R
    Yamaguchi, S
    Morino, H
    Aida, H
    Saito, T
    5TH INTERNATIONAL SYMPOSIUM ON AUTONOMOUS DECENTRALIZED SYSTEMS, PROCEEDINGS, 2001, : 375 - 382
  • [27] A multi-agent system for dynamic network routing
    Onishi, R
    Yamaguchi, S
    Morino, H
    Aida, H
    Saito, T
    IEICE TRANSACTIONS ON COMMUNICATIONS, 2001, E84B (10) : 2721 - 2728
  • [28] A dynamic cooperation model of multi-agent system
    Zhou, Weiping
    Liao, Jianming
    Ma, Rongfang
    Liu, Hui
    Lu, Guoming
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE INFORMATION COMPUTING AND AUTOMATION, VOLS 1-3, 2008, : 864 - +
  • [29] A Multi-agent System for Dynamic Path Planning
    Silva, Marcelo Cardoso
    Bicharra Garcia, Ana Cristina
    Conci, Aura
    2010 SECOND BRAZILIAN WORKSHOP ON SOCIAL SIMULATION (BWSS 2010): ADVANCES IN SOCIAL SIMULATION, 2010, : 47 - 51
  • [30] Software Fault Diagnosing System Based on Multi-Agent
    Chen, Guoshun
    Wang, Gefang
    2012 THIRD GLOBAL CONGRESS ON INTELLIGENT SYSTEMS (GCIS 2012), 2012, : 327 - 329