NDLI: Quantum Model of Genetic Algorithm

Content Provider	IEEE Xplore Digital Library
Author	Wang Peng
Copyright Year	2008
Description	Author affiliation: Chengdu Univ. of Inf. Technol., Chengdu (Wang Peng)
Abstract	Similarities of genetic algorithm and quantum algorithm have been analyzed based on implicit parallelism. The genetic algorithm has been described by quantum theory. Some genetic operators are seen as a kind of quantum operator. So it implies genetic algorithm is essentially a kind of quantum algorithm in the classical computer on the reduced order to achieve. It through genetic manipulation to input superposition states data into classical computer. In the evolutionary process, a lot of implicit modes have been measured, so as to realize the parallel search and processing in the model space. The uncertainty characteristic of genetic algorithm is the essential cause of implicit parallelism. This thinking could explain the immanent cause of artificial intelligence.
Starting Page	576
Ending Page	580
File Size	308901
Page Count	5
File Format	PDF
ISBN	9780769534886
DOI	10.1109/KAM.2008.11
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-12-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Algorithm design and analysis Knowledge acquisition Laboratories quantum theory NP-complete problem Genetic algorithms Concurrent computing genetic algorithm Quantum computing Quantum mechanics Parallel processing quantum model Arithmetic implicit parallelism
Content Type	Text
Resource Type	Article

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