Designing multi-agent systems: a framework and application

  • Authors:

  • Sooyong Park;Vijayan Sugumaran

  • Affiliations:

  • Department of Computer Science, Sogang University, Seoul 121-742, South Korea;Department of Decision and Information Sciences, School of Business Administration, Oakland University, Rochester, MI 48309, USA

  • Venue:
  • Expert Systems with Applications: An International Journal
  • Year:
  • 2005

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Abstract

The era of distributed software environments is emerging and research on multi-agent systems (MAS), which tries to solve complex problems using entities called agents, is on the rise. This paper proposes an architecture-centric method for developing MAS that supports the important phases of systematic software development. In particular, this approach is geared towards supporting system properties specially focused on agent coordination and autonomy. A goal-based approach is utilized for the problem domain analysis, and individual agents are mapped to the system's refined goals. Further, architectural styles and patterns are applied to generate the overall design of MAS. UML (Unified Modeling Language) and ADL (Architecture Description Language) are used for modeling and formalizing the MAS architecture. The proposed architecture is applied to ITS (Intelligent Transport Systems) domain and a proof-of-concept prototype has been developed to demonstrate our approach.