Abstract

In this paper, we present a survey on the studies using Adaptive Multi Agent System Theory. This theory has been developed to use cooperation as an engine for designing complex systems which is very difficult to observe and analyze in environment. While modeling a complex system in an agent based environment, the main goal of Adaptive Multi Agent System Theory is to model interaction between agents and/or between agents and the environment in a cooperative manner. In addition, the Adaptive Multi Agent System Theory is able to find its right configuration in an environment for its functional adequacy with its environment. This theory has been largely and successfully applied while modeling complex systems in agent-based environments. We examine the provided solutions to different complex systems and discuss the key points of these studied projects. At the end of the paper, we explain the pros, cons and problems of these studies.