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Parameter tunning for PBIL algorithm in geometric constraint solving systems
dc.contributor.author | Joan Arinyo, Robert |
dc.contributor.author | Luzón, M.V. |
dc.contributor.author | Yeguas Bolívar, Enrique |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Ciències de la Computació |
dc.date.accessioned | 2015-03-13T11:23:17Z |
dc.date.available | 2015-03-13T11:23:17Z |
dc.date.created | 2008-08-14 |
dc.date.issued | 2008-08-14 |
dc.identifier.citation | Joan-Arinyo, R.; Luzón, M.; YEGUAS BOLÍAVAR, E. Parameter tunning for PBIL algorithm in geometric constraint solving systems. A: International Conference on Genetic and Evolutionary Methods. "Proceedings". Las Vegas (NV): 2008, p. 37-47. |
dc.identifier.uri | http://hdl.handle.net/2117/26690 |
dc.description.abstract | In previous works we have shown that applying genetic algorithms to solve the Root Identification Problem is feasible and effective. The behavior of evolutive algorithms is characterized by a set of parameters that have an effect on the algorithms’ performance. In this paper we report on an empirical statistical study conducted to establish the influence of the driving parameters in the Population Based Incremental Learning (PBIL) algorithm when applied to solve the Root Identification Problem. We also identify ranges for the parameters values that optimize the algorithm performance. |
dc.format.extent | 11 p. |
dc.language.iso | eng |
dc.subject | Àrees temàtiques de la UPC::Informàtica::Informàtica teòrica |
dc.subject.lcsh | Evolutionary computation |
dc.subject.other | Parameter optimization |
dc.subject.other | Evolutive algorithms |
dc.subject.other | Geometric Constraint Solving |
dc.subject.other | Root Identification Problem. |
dc.title | Parameter tunning for PBIL algorithm in geometric constraint solving systems |
dc.type | Conference report |
dc.subject.lemac | Informàtica evolucionària |
dc.contributor.group | Universitat Politècnica de Catalunya. GIE - Grup d'Informàtica a l'Enginyeria |
dc.rights.access | Open Access |
local.identifier.drac | 2540946 |
dc.description.version | Postprint (author’s final draft) |
local.citation.author | Joan-Arinyo, R.; Luzón, M.; YEGUAS BOLÍAVAR, E. |
local.citation.contributor | International Conference on Genetic and Evolutionary Methods |
local.citation.pubplace | Las Vegas (NV) |
local.citation.publicationName | Proceedings |
local.citation.startingPage | 37 |
local.citation.endingPage | 47 |