Chaotic evolutionary processing and its applications

Author

Yamaguchi, Tom ; Kohata, Naoki ; Wakamatsu, Yoshiyuki ; Baba, Takanobu

Author_Institution

Dept. of Inf. Sci., Utsunomiya Univ., Japan

Volume

1

fYear

1998

fDate

4-9 May 1998

Firstpage

183

Abstract

Proposes the realization of evolutionary computation by chaotic dynamics instead of conventional genetic algorithms for such intelligent agents as welfare robots which assist humans. This evolutionary computation is realized by applying chaotic retrieval on associative memories. We apply this evolutionary computation to multi-agent robots which move abreast. Essentially, the process of this evolutionary computation is parallel processing. Therefore, we implement its parallel processing algorithm on an A-NET(Actors NETwork) parallel object-oriented computer, and show the usefulness of parallel processing for the proposed evolutionary computation

Keywords

chaos; content-addressable storage; cooperative systems; genetic algorithms; mobile robots; object-oriented methods; parallel algorithms; parallel machines; A-NET parallel object-oriented computer; associative memories; chaotic dynamics; chaotic evolutionary processing; chaotic retrieval; evolutionary computation; intelligent agents; multi-agent robots; welfare robots; Associative memory; Chaos; Computer networks; Concurrent computing; Evolutionary computation; Genetic algorithms; Humans; Intelligent agent; Intelligent robots; Parallel processing;

fLanguage

English

Publisher

ieee

Conference_Titel

Fuzzy Systems Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on

Conference_Location

Anchorage, AK

ISSN

1098-7584

Print_ISBN

0-7803-4863-X

Type

conf

DOI

10.1109/FUZZY.1998.687480

Filename

687480