NDLI: The Isomorphism Theorem of Partheno-genetic Algorithm and Traditional Ggenetic Algorithm

Content Provider	IEEE Xplore Digital Library
Author	Li Maojun
Copyright Year	2006
Description	Author affiliation: Coll. of Electr. & Inf. Eng., ChangSha Univ. of Sci. & Technol. (Li Maojun)
Abstract	Partheno-genetic algorithm (PGA) repeals crossover operators of traditional genetic algorithm (TGA) while uses the reproduction manner with only parent. Comparing with TGA, the genetic operation of PGA is simpler; the initial population of PGA need not be varied; there is no "immature convergence" during using PGA; the searching efficiency of PGA is higher. As PGA uses the reproduction manner with only parent while no using the reproduction manner with double parents as such most of the biology, most of the scholar thinks that PGA does not belong to the category of genetic algorithms. In this paper, based on concept of abstract system, two abstract systems, PGA and TGA are constructed and it is proved that the two abstract systems are isomorphic, so PGA has the same computing mechanism as TGA, that is to say, PGA belongs to the category of genetic algorithms as TGA
Starting Page	516
Ending Page	519
File Size	199142
Page Count	4
File Format	PDF
ISBN	7302139229
DOI	10.1109/CESA.2006.4281707
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2006-10-04
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	IMACS
Subject Keyword	Genetic Operator Abstract System Traveling salesman problems Educational institutions Mathematics Genetic Algorithm (GA) Biological cells Genetic algorithms Convergence Partheno-Genetic Algorithm (PGA) Biology computing Isomorphism Systems engineering and theory Genetic engineering Electronics packaging
Content Type	Text
Resource Type	Article

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