INTERACTIVE MULTIOBJECTIVE TABU / SCATTER SEARCH BASED ON REFERENCE POINT
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| Format: | Artículo científico |
| Sprache: | en |
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Universidad de Costa Rica
2014
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| _version_ | 1876468193393901568 |
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| author | Ricardo P. Beausoleil |
| author_facet | Ricardo P. Beausoleil |
| contents | INTERACTIVE MULTIOBJECTIVE TABU / SCATTER SEARCH BASED ON REFERENCE POINT Ricardo P. Beausoleil Física, Astronomía y Matemáticas metaheuristics reference point multiple objectives continuous optimization This paper presents multiobjectivetabu/scatter search ar chitecture with preference information based on reference points for probl ems of contin- uous nature. Features of this new version are: its interacti ve behavior, its deterministic approximation to Pareto-optimality soluti ons near the refer- ence point, and the possibility to change progressively the reference point to explore different preference regions. The approach does not impose any restrictionswithrespect to the location of the reference p ointsin the objec- tive space. On 2-objective to 10-objective optimization te st problems the modified approach shows its efficacy and efficiency to find an ad equate non-dominated set of solutions in the preferred region. 2014 artículo científico 1409-2433 https://www.redalyc.org/articulo.oa?id=45331282006 en http://www.redalyc.org/revista.oa?id=453 Revista de Matemática: Teoría y Aplicaciones application/pdf Universidad de Costa Rica Revista de Matemática: Teoría y Aplicaciones (Costa Rica) Num.2 Vol.21 |
| format | Artículo científico |
| id | redalyc_45331282006 |
| institution | Redalyc |
| language | en |
| publishDate | 2014 |
| publisher | Universidad de Costa Rica |
| spellingShingle | INTERACTIVE MULTIOBJECTIVE TABU / SCATTER SEARCH BASED ON REFERENCE POINT Ricardo P. Beausoleil Física, Astronomía y Matemáticas metaheuristics reference point multiple objectives continuous optimization INTERACTIVE MULTIOBJECTIVE TABU / SCATTER SEARCH BASED ON REFERENCE POINT Ricardo P. Beausoleil Física, Astronomía y Matemáticas metaheuristics reference point multiple objectives continuous optimization This paper presents multiobjectivetabu/scatter search ar chitecture with preference information based on reference points for probl ems of contin- uous nature. Features of this new version are: its interacti ve behavior, its deterministic approximation to Pareto-optimality soluti ons near the refer- ence point, and the possibility to change progressively the reference point to explore different preference regions. The approach does not impose any restrictionswithrespect to the location of the reference p ointsin the objec- tive space. On 2-objective to 10-objective optimization te st problems the modified approach shows its efficacy and efficiency to find an ad equate non-dominated set of solutions in the preferred region. 2014 artículo científico 1409-2433 https://www.redalyc.org/articulo.oa?id=45331282006 en http://www.redalyc.org/revista.oa?id=453 Revista de Matemática: Teoría y Aplicaciones application/pdf Universidad de Costa Rica Revista de Matemática: Teoría y Aplicaciones (Costa Rica) Num.2 Vol.21 |
| title | INTERACTIVE MULTIOBJECTIVE TABU / SCATTER SEARCH BASED ON REFERENCE POINT |
| topic | Física, Astronomía y Matemáticas metaheuristics reference point multiple objectives continuous optimization |
| url | https://www.redalyc.org/articulo.oa?id=45331282006 |