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Maintenance of Building Blocks in GA Using Symbiotic Evolutionary Viruses
Yoshiaki Sakakura*, Noriyuki Taniguchi**, Yukinobu Hoshino***, and Katsuari Kamei***
*Frontier Doctoral Program in Science and Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga 525-8577, Japan
**Graduate School of Science and Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga 525-8577, Japan
***Department of Human and Computer Intelligence, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga 525-8577, Japan
Received:September 1, 2004Accepted:January 24, 2005Published:July 20, 2005
Keywords:genetic algorithm, virus theory of evolution, scheme, building block
Abstract
In this paper, we discuss about the solution search effectiveness, the solution search behaviors and the maintenance of building blocks in GA using symbiotic evolutionary viruses. The proposed GA is based on both the building block hypothesis and the virus theory of evolution. The proposed GA has the virus infecton. The virus infection directly deals with schemes. The proposed GA aims to control the destruction of building blocks by discovery, maintenance, and propagation of building blocks based on the virus infection. We will expect that a search efficiency of GA will be increased by them.
Cite this article as:Y. Sakakura, N. Taniguchi, Y. Hoshino, and K. Kamei, “Maintenance of Building Blocks in GA Using Symbiotic Evolutionary Viruses,” J. Adv. Comput. Intell. Intell. Inform., Vol.9 No.4, pp. 423-429, 2005.Data files:
