Title :
Compact genetic algorithm mutated by bit
Author :
Zhou, Chenguang ; Meng, Kui ; Qiu, Zulian
Author_Institution :
Dept. of Autom. Control, Xi´´an JiaoTong Univ., China
Abstract :
Based on Harik´s (1999) compact genetic algorithm, a kind of improved compact genetic algorithm mutated by bit is presented, which greatly improved the search ability. This paper also studies the performance of the improved algorithm. The experimental results show the superiority and efficiency of this algorithm.
Keywords :
genetic algorithms; search problems; compact genetic algorithm; experimental results; mutated by bit; performance; search; Automatic control; Convergence; Genetic algorithms; Genetic mutations; Image coding; Machine learning; Machinery; Optimization methods; Probability distribution; Stochastic processes;
Conference_Titel :
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN :
0-7803-7268-9
DOI :
10.1109/WCICA.2002.1021400
