Title :
A strategic behavioral-based intelligent transport system with artificial immune system
Author :
Lau, HenryY K. ; Wong, Vicky W K
Author_Institution :
Dept. of Industrial & Manufacturing Syst. Eng., Hong Kong Univ., China
Abstract :
This paper presents a distributed control framework based on human immunity to manage, coordinate and schedule a fleet of agents employed in an automated transport system. Through the study of immunology, each agent is abstracted as an independent agent operating in a multi-agent system that carries local information, searches for solution space and exhibits robust behavior to accomplish tasks. The internal behaviors of the AIS agents, which are decided by their perception of the environment, are studied to describe their strategies in performing various operations. Simulations are presented to examine the significance of each behavioral state in every necessary action or step and the impacts of these states on the overall performance of the transport system. The results of the simulations illustrate the importance of each behavioral state and their inter-relationship in establishing a truly decentralized and non-deterministic transport system.
Keywords :
distributed control; multi-agent systems; transportation; AIS agents; artificial immune system; automated transport system; distributed control framework; human immunity; multi-agent system; nondeterministic transport system; robust behavior; strategic behavioral-based intelligent transport system; Artificial immune systems; Automatic control; Control systems; Humans; Immune system; Intelligent systems; Materials handling; Protection; Robustness; Systems engineering and theory;
Conference_Titel :
Systems, Man and Cybernetics, 2004 IEEE International Conference on
Print_ISBN :
0-7803-8566-7
DOI :
10.1109/ICSMC.2004.1400955