The effects of combination of DNA coding method with Pseudo-Bacterial GA

Author

Yoshikawa, Tomohiro ; Furuhashi, Takeshi ; Uchikawa, Yoshiki

Author_Institution

Dept. of Inf. Electron., Nagoya Univ., Japan

fYear

1997

fDate

13-16 Apr 1997

Firstpage

285

Lastpage

290

Abstract

The authors have proposed a new coding method based on biological DNA and a mechanism of development from the artificial DNA (T. Yoshikawa et al., 1995; 1996). We call this coding method “DNA coding method”. This method has redundancy and overlapping of genes. The paper combines this method with the Pseudo-Bacterial Genetic Algorithm (PBGA) (T. Furuhashi et al., 1994; 1996). The PBGA utilizes mechanisms of genetic recombination in bacterial genetics. This algorithm is efficient in improving local portions of chromosomes. The paper applies this combined method to knowledge acquisition of fuzzy control rules, and studies how genes evolve by the bacterial operation

Keywords

DNA; encoding; fuzzy control; fuzzy set theory; genetic algorithms; knowledge acquisition; knowledge representation; DNA coding method; PBGA; Pseudo-Bacterial GA; Pseudo-Bacterial Genetic Algorithm; artificial DNA; bacterial genetics; bacterial operation; biological DNA; chromosomes; fuzzy control rules; gene overlapping; genetic recombination; knowledge acquisition; local portions; redundancy; Amino acids; Biological cells; Cells (biology); DNA; Fuzzy control; Genetic algorithms; Knowledge representation; Microorganisms; Mobile robots; Robot control;

fLanguage

English

Publisher

ieee

Conference_Titel

Evolutionary Computation, 1997., IEEE International Conference on

Conference_Location

Indianapolis, IN

Print_ISBN

0-7803-3949-5

Type

conf

DOI

10.1109/ICEC.1997.592317

Filename

592317