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A Quantum-Inspired Evolutionary Algorithm Based on P systems for a Class of Combinatorial Optimization
dc.creator | Zhang, Gexiang | |
dc.creator | Gheorgue, Marian | |
dc.creator | Wu, Chaozhong | |
dc.date.accessioned | 2016-03-18T09:23:02Z | |
dc.date.available | 2016-03-18T09:23:02Z | |
dc.date.issued | 2008 | |
dc.identifier.isbn | 9788461244294 | es |
dc.identifier.uri | http://hdl.handle.net/11441/38792 | |
dc.description.abstract | This paper introduces an evolutionary algorithm which uses the concepts and principles of the quantum-inspired evolutionary approach and the hierarchical arrangement of the compartments of a P system. The P system framework is also used to formally specify this evolutionary algorithm. Extensive experiments are conducted on a well-known combinatorial optimization problem, the knapsack problem, to test the effectiveness of the approach. These experimental results show that this evolutionary algorithm performs better than quantum-inspired evolutionary algorithms, for certain arrangements of the compartments of the P system structure utilized. | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Fénix Editora | es |
dc.relation.ispartof | Proceedings of the Sixth Brainstorming Week on Membrane Computing, 275-298. Sevilla, E.T.S. de Ingeniería Informática, 4-8 de Febrero, 2008 | es |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.title | A Quantum-Inspired Evolutionary Algorithm Based on P systems for a Class of Combinatorial Optimization | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | |
dc.identifier.idus | https://idus.us.es/xmlui/handle/11441/38792 |
Ficheros | Tamaño | Formato | Ver | Descripción |
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BWMC08paper.pdf | 873.5Kb | [PDF] | Ver/ | |