Genetic Neutrality in Naive Gene Expression Programming

被引：0

作者：

Zhu, Ming-fang ^{[1
]}

Tang, Chang-jie ^{[1
]}

Qiao, Shao-jie ^{[1
]}

Dai, Shu-cheng ^{[1
]}

Chen, Yu ^{[1
]}

机构：

[1] Sichuan Univ, Sch Comp, Chengdu 610064, Peoples R China

来源：

2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31 | 2008年

关键词：

genetic neutrality; gene expression programming; naive gene expression programming; evolutionary computation;

D O I：

暂无

中图分类号：

TN [电子技术、通信技术];

学科分类号：

0809 ;

摘要：

Gene expression programming (CEP) is a genotype-phenotype system with non-coding regions in genome where possible neutral mutations would be accumulated. In this paper, a novel concept named naive gene expression programming (NGEP) is introduced. The main contributions include: (a) proposing a novel algorithm named NGEP, which decoding method based on the complete tree, (b) discussing the role of genetic neutrality in GEP and NGEP, and (c) performing experiments to show that NGEP is faster than traditional GEP, and the success rate of NGEP is higher than that in traditional GEP.

引用

页码：11188 / 11191

页数：4

共 12 条

[1]

Banzhaf W, 1994, LECT NOTES COMPUT SC, V866, P322

[2]

Ferreira C., 2001, Complex Systems, V13, P87

[3]

Ferreira C., 2002, Advances in Complex Systems, V5, P389, DOI [10.1142/S0219525902000626, DOI 10.1142/S0219525902000626]

[4]

Ferreira C., 2006, GENE EXPRESSION PROG, VVolume 21, DOI DOI 10.1111/J.1477-8947.1998.TB00708.X

[5]

FERREIRA C, 2002, SOFT COMPUTING SYSTE, P153

[6]

Ferreira C, 2002, 6 JOINT C INF SCI 4

[7]

HTANG CJ, 2004, J COMPUTER APPL, V24

[8]

Kimura M., 1983, Neutral theory of molecular evolution

[9]

[彭京 PENG Jing], 2007, [计算机学报, Chinese Journal of Computers], V30, P775

[10]

Yan Weimin, 1997, DATA STRUCTURE

← 1 2 →