Title :
Evolution of recursive programs with multi-niche genetic programming (mnGP)
Author :
Nishiguchi, Masato ; Fujimoto, Yoshiji
Author_Institution :
Software Eng. Center, Hitachi Software Eng. Co. Ltd., Kanagawa, Japan
Abstract :
A recursive program is one of the most intelligent and sophisticated programs written by a human programmer. This paper provides challenging experiments for the evolution of such an intelligent recursive program with genetic programming (GP). In this paper, we propose two types of multi-niche GP (mnGP): GP with structure-based multi-niches and GP with fitness case-based multi-niches. We apply them to Fibonacci series and to a search problem. We have obtained outstanding results with mnGP for these problems
Keywords :
genetic algorithms; mathematics computing; programming; search problems; series (mathematics); Fibonacci series; fitness case-based multi-niches; intelligent recursive program evolution; multi-niche genetic programming; search problem; structure-based multi-niches; Biological systems; Evolution (biology); Genetic programming; Humans; Informatics; Mathematics; Programming profession; Search problems; Software engineering; Writing;
Conference_Titel :
Evolutionary Computation Proceedings, 1998. IEEE World Congress on Computational Intelligence., The 1998 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
0-7803-4869-9
DOI :
10.1109/ICEC.1998.699720
