DC Field | Value | Language |
---|---|---|
dc.contributor.author | Han, KH | ko |
dc.contributor.author | Kim, Jong-Hwan | ko |
dc.date.accessioned | 2009-11-09T05:11:47Z | - |
dc.date.available | 2009-11-09T05:11:47Z | - |
dc.date.created | 2012-02-06 | - |
dc.date.created | 2012-02-06 | - |
dc.date.issued | 2004-04 | - |
dc.identifier.citation | IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, v.8, pp.156 - 169 | - |
dc.identifier.issn | 1089-778X | - |
dc.identifier.uri | http://hdl.handle.net/10203/12254 | - |
dc.description.abstract | From recent research on combinatorial optimization of the knapsack problem, quantum-inspired evolutionary algorithm (QEA) was proved to be better than conventional genetic algorithms. To improve the performance of the QEA, this paper proposes research issues on QEA such as a termination criterion, a Q-gate, and a two-phase scheme, for a class of numerical and combinatorial optimization problems. A new termination criterion is proposed which gives a clearer meaning on the convergence of Q-bit individuals. A novel variation operator HE gate, which is a modified version of the rotation gate, is proposed along with a two-phase QEA scheme based on the analysis of the effect of changing the initial conditions of Q-bits of the Q-bit individual in the first phase. To demonstrate the effectiveness and applicability of the updated QEA; several experiments are carried out on a class of numerical and combinatorial optimization problems. The results show that the updated QEA. makes' QEA more powerful than the previous QEA in terms of convergence speed, fitness, and robustness. | - |
dc.language | English | - |
dc.language.iso | en_US | en |
dc.publisher | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | - |
dc.subject | COMPUTERS | - |
dc.title | Quantum-inspired evolutionary algorithms with a new termination criterion, H-epsilon gate, and two-phase scheme | - |
dc.type | Article | - |
dc.identifier.wosid | 000220968200006 | - |
dc.identifier.scopusid | 2-s2.0-2442617141 | - |
dc.type.rims | ART | - |
dc.citation.volume | 8 | - |
dc.citation.beginningpage | 156 | - |
dc.citation.endingpage | 169 | - |
dc.citation.publicationname | IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION | - |
dc.embargo.liftdate | 9999-12-31 | - |
dc.embargo.terms | 9999-12-31 | - |
dc.contributor.localauthor | Kim, Jong-Hwan | - |
dc.contributor.nonIdAuthor | Han, KH | - |
dc.type.journalArticle | Article | - |
dc.subject.keywordAuthor | initial condition | - |
dc.subject.keywordAuthor | numerical and combinatorial optimization | - |
dc.subject.keywordAuthor | Q-bit representation | - |
dc.subject.keywordAuthor | Q-gate | - |
dc.subject.keywordAuthor | quantum-inspired evolutionary algorithm (QEA) | - |
dc.subject.keywordAuthor | termination criterion | - |
dc.subject.keywordPlus | COMPUTERS | - |
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