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No. 60 (2000/09) >

Title :セルオートマトンルール獲得のための進化計算設計に関する研究
Title alternative :Research work for architectonics of Evolutional Computation in acquiring CA-Rules
Authors :亀島, 力
遠藤, 聡志
山田, 孝治
Authors alternative :Kameshima, Chikara
Endo, Satoshi
Yamada, Koji
Issue Date :Sep-2000
Abstract :Evolving Cellular Automata (EvCA) is one of the methods for designing of CA-Rules by using evolutional computations. EvCA has two points of architectonic that must be considered for improve its performance. (1) The table of CA-Rules must be architected in conformity to the objective task.(2) Evolutional computations (EC) of EvCA must be architected for superior system of automatic-desining CA-Rules. In this paper, we propose following three new coding methods for EvCA. "Symmetric-Coding" and "ShifterCoding" are techniques for solving CA-rules table problem, and "diploid model" is one of EC technique for EvCA. We analyze the results of our methods on computer experiments for Density Classification problem. Then, acquired CA-rules' performances are compared with GKL-rule which designed manually and has higher performablity.
Type Local :紀要論文
ISSN :0389-102X
Publisher :琉球大学工学部
URI :http://hdl.handle.net/20.500.12000/14708
Citation :琉球大学工学部紀要 no.60 p.99 -103
Appears in Collections:No. 60 (2000/09)

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