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dc.contributor.authorNovoa Hernández, Pavel
dc.contributor.authorCruz Corona, Carlos Alberto 
dc.contributor.authorPelta Mochcovsky, David Alejandro 
dc.date.accessioned2022-11-14T13:14:38Z
dc.date.available2022-11-14T13:14:38Z
dc.date.issued2015-04-22
dc.identifier.citationPavel Novoa-Hernández, Carlos Cruz Corona, David A. Pelta, "A Software Tool for Assisting Experimentation in Dynamic Environments", Applied Computational Intelligence and Soft Computing, vol. 2015, Article ID 302172, 12 pages, 2015. [https://doi.org/10.1155/2015/302172]es_ES
dc.identifier.urihttps://hdl.handle.net/10481/77965
dc.description.abstractIn real world, many optimization problems are dynamic, which means that their model elements vary with time. These problems have received increasing attention over time, especially from the viewpoint of metaheuristics methods. In this context, experimentation is a crucial task because of the stochastic nature of both algorithms and problems. Currently, there are several technologieswhose methods, problems, and performancemeasures can be implemented.However, in most of them, certain features thatmake the experimentation process easy are not present. Examples of such features are the statistical analysis of the results and a graphical user interface (GUI) that allows an easy management of the experimentation process. Bearing in mind these limitations, in the present work, we present DynOptLab, a software tool for experimental analysis in dynamic environments. DynOptLab has two main components: (1) an object-oriented framework to facilitate the implementation of new proposals and (2) a graphical user interface for the experiment management and the statistical analysis of the results. With the aim of verifying the benefits of DynOptLab’s main features, a typical case study on experimentation in dynamic environments was carried out.es_ES
dc.description.sponsorshipEureka SD project (Erasmus Mundus Action 2)es_ES
dc.description.sponsorshipSpanish Government TIN2011-27696-C02-01es_ES
dc.description.sponsorshipAndalusian Government P11-TIC-8001es_ES
dc.description.sponsorshipEuropean Commissiones_ES
dc.description.sponsorshipUniversity of Granada. GENIL-PYR-2014-9es_ES
dc.language.isoenges_ES
dc.publisherHindawies_ES
dc.rightsAtribución 4.0 Internacional*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectInteligencia artificial es_ES
dc.subjectArtificial intelligence es_ES
dc.titleA Software Tool for Assisting Experimentation in Dynamic Environmentses_ES
dc.typejournal articlees_ES
dc.rights.accessRightsopen accesses_ES
dc.identifier.doi10.1155/2015/302172
dc.type.hasVersionVoRes_ES


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