• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2013, Vol. 35 ›› Issue (9): 117-121.

• 论文 • Previous Articles     Next Articles

Service composition based on multiagent learning mechanism  

ZHAO Haiyan1,2,CAO Jian3,XU Wenbo3   

  1. (1.School of OpticalElectrical and Computer Engineering,University of Shanghai for Science and Technology,Shanghai 200093;
    2.Shanghai’s Key Laboratory of Modern Optical System,Shanghai 200093;
    3.Department of Computer Science and Technology,Shanghai Jiao Tong University,Shanghai 200030,China)
  • Received:2013-04-30 Revised:2013-07-25 Online:2013-09-25 Published:2013-09-25

Abstract:

Service agent can make use of its own functions and external software services to provide the outside with highlevel services. In order to offer more synthetic functions, service agents should cooperate with each other. A service composition approach based on multiagent learning mechanism is proposed. Its unique feature is that, through learning, agents can improve the speed of solving similar problems after several runs of learning. Firstly, the framework for service composition based on service agents is introduced. Secondly, the multiagent learning mechanism is explained in detail. Finally, the experiment and its results are also given.

Key words: service composition;service agent;multiagent learning