Title :
A New Leading Crossover Operator for Function Optimization
Author :
Li, Wangyi ; Zheng, Jinhua
Author_Institution :
Inst. of Inf. Eng., Xiangtan Univ., Xiangtan, China
fDate :
March 31 2009-April 2 2009
Abstract :
Base on the Different Location Crossover and the Same Location Crossover, also the individual complement form, a new leading crossover is proposed. Then it is a self-adaptive manner judgment to choose which crossover is used before the crossover operator. At last, five different tests of the simulation function are given. The results show that the leading crossover is more efficient to improve convergence than other crossovers. Also the new method is easy to find the optimal solution.
Keywords :
mathematical operators; optimisation; crossover operator; function optimization; optimal solution; self-adaptive manner judgment; Biological cells; Computational modeling; Computer science; Convergence; Design optimization; Evolution (biology); Genetic algorithms; Optimization methods; Organisms; Testing; convergence; function optimization; leading crossover; optimal solution; self-adaptive;
Conference_Titel :
Computer Science and Information Engineering, 2009 WRI World Congress on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-0-7695-3507-4
DOI :
10.1109/CSIE.2009.68
