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dc.contributor.authorChicano, Francisco 
dc.contributor.authorDaolio, Fabio
dc.contributor.authorOchoa, Gabriela
dc.contributor.authorVérel, Sébastien
dc.contributor.authorTomassini, Marco
dc.contributor.authorAlba-Torres, Enrique 
dc.date.accessioned2014-10-06T11:01:28Z
dc.date.available2014-10-06T11:01:28Z
dc.date.issued2014-10-06
dc.identifier.urihttp://hdl.handle.net/10630/8194
dc.descriptionChicano, F., Daolio F., Ochoa G., Vérel S., Tomassini M., & Alba E. (2012). Local Optima Networks, Landscape Autocorrelation and Heuristic Search Performance. (Coello, C. A. Coello, Cutello V., Deb K., Forrest S., Nicosia G., & Pavone M., Ed.).Parallel Problem Solving from Nature - PPSN XII - 12th International Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part II. 337–347.es_ES
dc.description.abstractRecent developments in fitness landscape analysis include the study of Local Optima Networks (LON) and applications of the Elementary Landscapes theory. This paper represents a first step at combining these two tools to explore their ability to forecast the performance of search algorithms. We base our analysis on the Quadratic Assignment Problem (QAP) and conduct a large statistical study over 600 generated instances of different types. Our results reveal interesting links between the network measures, the autocorrelation measures and the performance of heuristic search algorithms.es_ES
dc.description.sponsorshipUniversidad de Málaga. Campus de Excelencia Internacional Andalucía Tech. Spanish Ministry of Science and Innovation and FEDER under contract TIN2011-28194. Andalusian Government under contract P07-TIC-03044. Swiss National Science Foundation for financial support under grant number 200021-124578.es_ES
dc.language.isoenges_ES
dc.rightsinfo:eu-repo/semantics/openAccess
dc.subjectAlgoritmos computacionaleses_ES
dc.titleLocal Optima Networks, Landscape Autocorrelation and Heuristic Search Performancees_ES
dc.typeinfo:eu-repo/semantics/conferenceObjectes_ES
dc.centroE.T.S.I. Informáticaes_ES
dc.relation.eventtitleParallel Problem Solving from Naturees_ES
dc.relation.eventplaceTaormina, Italyes_ES
dc.relation.eventdate1/9/2012es_ES


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