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Particle swarm optimisation for open shop problems with fuzzy durations
| dc.contributor.author | Palacios Alonso, Juan José | |
| dc.contributor.author | González Rodríguez, Inés | |
| dc.contributor.author | Rodríguez Vela, María del Camino | |
| dc.contributor.author | Puente Peinador, Jorge | |
| dc.date.accessioned | 2013-01-30T10:02:57Z | |
| dc.date.available | 2013-01-30T10:02:57Z | |
| dc.date.issued | 2011 | |
| dc.identifier.isbn | 978-3-642-21343-4 | |
| dc.identifier.issn | 0302-9743 | |
| dc.identifier.uri | http://hdl.handle.net/10651/7422 | |
| dc.description | 4th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2011, La Palma, Canary Islands, Spain, May 30 - June 3, 2011. Proceedings, Part I | |
| dc.description | La publicación final está disponible en Springer http://dx.doi.org/10.1007/978-3-642-21344-1_38 | |
| dc.description.abstract | In this paper we confront a variation of the open shop problem where task durations are allowed to be uncertain and where uncertainty is modelled using fuzzy numbers. We propose a particle swarm optimization (PSO) approach to minimise the expected makespan using priorities to represent particle position, as well as a decoding algorithm to generate schedules in a subset of possibly active ones. Finally, the performance of the PSO is tested on several benchmark problems, modified so as to have fuzzy durations, compared with a memetic algorithm from the literature | |
| dc.description.sponsorship | This work is supported by the Spanish Ministry of Science and Education under research grant MEC-FEDER TIN2010-20976-C02-02 | |
| dc.format.extent | p. 362-371 | spa |
| dc.language.iso | eng | |
| dc.publisher | Springer | |
| dc.relation.ispartof | Foundations on Natural and Artificial Computation | spa |
| dc.rights | © 2011 Springer | |
| dc.title | Particle swarm optimisation for open shop problems with fuzzy durations | spa |
| dc.type | book part | spa |
| dc.identifier.local | 20110659 | spa |
| dc.identifier.doi | 10.1007/978-3-642-21344-1_38 | |
| dc.relation.projectID | MEC-FEDER/TIN2010-20976-C02-02 | |
| dc.relation.publisherversion | http://dx.doi.org/10.1007/978-3-642-21344-1_38 | spa |
| dc.rights.accessRights | open access |
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