A Novel Multi-Objective Self-Organizing Migrating Algorithm
| dc.contributor.author | Kadlec, Petr | |
| dc.contributor.author | Raida, Zbynek | |
| dc.coverage.issue | 4 | cs |
| dc.coverage.volume | 20 | cs |
| dc.date.accessioned | 2016-03-01T09:16:15Z | |
| dc.date.available | 2016-03-01T09:16:15Z | |
| dc.date.issued | 2011-12 | cs |
| dc.description.abstract | In the paper, a novel stochastic Multi-Objective Self Organizing Migrating Algorithm (MOSOMA) is introduced. For the search of optima, MOSOMA employs a migration technique used in a single-objective Self Organizing Migrating Algorithm (SOMA). In order to obtain a uniform distribution of Pareto optimal solutions, a novel technique considering Euclidian distances among solutions is introduced. MOSOMA performance was tested on benchmark problems and selected electromagnetic structures. MOSOMA performance was compared with the performance of the Non-dominated Sorting Genetic Algorithm II (NSGA-II) and the Strength Pareto Evolutionary Algorithm 2 (SPEA2). MOSOMA excels in the uniform distribution of solutions and their completeness. | en |
| dc.format | text | cs |
| dc.format.extent | 804-816 | cs |
| dc.format.mimetype | application/pdf | en |
| dc.identifier.citation | Radioengineering. 2011, vol. 20, č. 4, s. 804-816. ISSN 1210-2512 | cs |
| dc.identifier.issn | 1210-2512 | |
| dc.identifier.uri | http://hdl.handle.net/11012/56917 | |
| dc.language.iso | en | cs |
| dc.publisher | Společnost pro radioelektronické inženýrství | cs |
| dc.relation.ispartof | Radioengineering | cs |
| dc.relation.uri | http://www.radioeng.cz/fulltexts/2011/11_04_804_816.pdf | cs |
| dc.rights | Creative Commons Attribution 3.0 Unported License | en |
| dc.rights.access | openAccess | en |
| dc.rights.uri | http://creativecommons.org/licenses/by/3.0/ | en |
| dc.subject | Multi-objective optimization | en |
| dc.subject | self-organizing migrating algorithm | en |
| dc.subject | Pareto front of optimal solutions | en |
| dc.title | A Novel Multi-Objective Self-Organizing Migrating Algorithm | en |
| dc.type.driver | article | en |
| dc.type.status | Peer-reviewed | en |
| dc.type.version | publishedVersion | en |
| eprints.affiliatedInstitution.faculty | Fakulta eletrotechniky a komunikačních technologií | cs |
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