Title: A proposal of multi-agent system development framework for cooperative problem solving and its experimental evaluation
Author: Jun Sawamoto, Hidekazu Tsuji, Hisao Koizumi
Faculty of Software and Information Science, Iwate Prefectural University, Takizawa, Iwate 020-0193, Japan.
Department of Information Media Technology, School of Information Technology and Electronics, Tokai University, Kitakaname, Hiratsuka, Kanagawa 259-1292, Japan.
Department of Computers and Systems Engineering, Graduate School, Tokyo Denki University, Hatoyama, Saitama 350-0394, Japan
Abstract: The current status of agent research is that many researches are for a specific application domain and are lacking in generality, and it is hard to apply the framework of the existing research to other fields. It is thought that practical usage of agents is in an immature state that there are few practical application examples and the system development methodology is not sufficient. In this research, the cooperative problem solving system by multi-agents is shown as an application development framework. Then, we present usage of templates of the agent model and the task model as the development support technique. And the evaluation according to an application construction experiment in a planning problem or the field of network community support is discussed.
Keywords: cooperative problem solving; multi-agent systems; agent-based systems; design patterns; ontology; network community support; delivery scheduling; cooperation.
Int. J. of High Performance Computing and Networking, 2007 Vol.5, No.1/2, pp.34 - 45
Available online: 14 Nov 2007