多智能体系统中自组织机制综述

A Survey of Self-Organization Mechanisms in Multiagent Systems

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2016
被引 157 · 同刊同年前 9%
ABS 3

中文导读

综述了多智能体系统中自组织机制的研究文献,梳理了现有成果并指出未来研究方向,适合想了解该领域的研究者作为入门指南。

Abstract

This paper surveys the literature over the last decades in the field of self-organizing multiagent systems. Self-organization has been extensively studied and applied in multiagent systems and other fields, e.g., sensor networks and grid systems. Self-organization mechanisms in other fields have been thoroughly surveyed. However, there has not been a survey of self-organization mechanisms developed for use in multiagent systems. In this paper, we provide a survey of existing literature on self-organization mechanisms in multiagent systems. We also highlight the future work on key research issues in multiagent systems. This paper can serve as a guide and a starting point for anyone who will conduct research on self-organization in multiagent systems. Also, this paper complements existing survey studies on self-organization in multiagent systems.

多智能体系统自组织计算机科学人工智能