System identification: DNA computing approach.
A DNA computing algorithm (DNACA) with an electron-ion interaction potential (EIIP) decoding scheme is proposed to identify a class of transfer functions. The DNACA includes enzyme and virus operators which provide a highly modular, flexible, and accurate self-organizing structure environment. Simulation study based on De Jong's test functions show its superior performance when compared with the improved and standard genetic algorithms (GAs).
Huang
Ching-Huei
CH
Department of Electrical Engineering, National Chung Hsing University, Taichung, Taiwan, ROC.
Jan
Horn-Yong
HY
Lin
Chun-Liang
CL
Lee
Chia-Soon
CS
D000465:Algorithms; D032701:Biomimetics / Q000379:methods*; D003198:Computer Simulation; D039301:Computers, Molecular; D004247:DNA / Q000235:genetics*; D019143:Evolution, Molecular; D008957:Models, Genetic
D004247:DNA