DocumentCode
437458
Title
Evolution of a multi-agent system with distributed multi-level memory
Author
Tavassoli, Babak ; Lucas, Caro
Author_Institution
Dept. of ECE, Tehran Univ., Iran
Volume
1
fYear
2004
fDate
1-3 Dec. 2004
Firstpage
59
Abstract
Conceptually, one of the important applications of evolutionary algorithms is in the field of multiagent systems. But the agents can not always act as the members of an evolutionary algorithm generation and elaborated solutions for mapping these different concepts are needed. In this paper a memory-like structure is proposed for the agents to increase the efficiency of an evolving multiagent system. Then the idea is applied to a group of mobile robots for object displacement where simulation results show the efficiency of the proposed idea.
Keywords
distributed processing; genetic algorithms; mobile robots; multi-agent systems; distributed multilevel memory; evolutionary algorithm; genetic algorithm; memory-like structure; mobile robot; multiagent system; Control design; Control systems; Evolutionary computation; Genetic algorithms; Genetic programming; Intelligent control; Mobile robots; Multiagent systems; Path planning; Process control;
fLanguage
English
Publisher
ieee
Conference_Titel
Cybernetics and Intelligent Systems, 2004 IEEE Conference on
Print_ISBN
0-7803-8643-4
Type
conf
DOI
10.1109/ICCIS.2004.1460387
Filename
1460387
Link To Document