Title :
A modified evolutionary programming
Author :
Wei, Chengjian ; Yao, Susu ; He, Zhenya
Author_Institution :
Dept. of Radio Eng., Southeast Univ., Nanjing, China
Abstract :
In this paper, a new modified method based on guided evolutionary programming is proposed. The Cauchy distribution is used to replace the Gaussian distribution for creating offspring from their parents. The experiment results show that the modified evolutionary programming is a fast global optimization technique
Keywords :
genetic algorithms; optimisation; Cauchy distribution; fast global optimization technique; guided evolutionary programming; modified evolutionary programming; offspring; Acceleration; Gaussian distribution; Genetic programming; Gradient methods; Neural networks; Parallel programming; Simulated annealing; Stochastic processes; System identification; Traveling salesman problems;
Conference_Titel :
Evolutionary Computation, 1996., Proceedings of IEEE International Conference on
Conference_Location :
Nagoya
Print_ISBN :
0-7803-2902-3
DOI :
10.1109/ICEC.1996.542348
