Coevolutive adaptation of fitness landscape for solving the testing problem

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dc.contributor.author Berlanga de Jesús, Antonio
dc.contributor.author Isasi Viñuela, Pedro
dc.contributor.author Sanchis de Miguel, María Araceli
dc.contributor.author Molina López, José Manuel
dc.date.accessioned 2009-04-23T09:16:30Z
dc.date.available 2009-04-23T09:16:30Z
dc.date.issued 2000-10
dc.identifier.bibliographicCitation IEEE International Conference on Systems, Man, and Cybernetics, 2000. Vol.5, p. 3846-3851
dc.identifier.isbn 0-7803-6583-6
dc.identifier.issn 1062-922X
dc.identifier.uri http://hdl.handle.net/10016/4056
dc.description IEEE International Conference on Systems, Man, and Cybernetics. Nashville, TN, 8-11 October 2000
dc.description.abstract A general framework, called Uniform Coevolution, is introduced to overcome the testing problem in evolutionary computation methods. This framework is based on competitive evolution ideas where the solution and example sets are evolving by means of a competition to generate difficult test beds for the solutions in a gradual way. The method has been tested with two different problems: the robot navigation problem and the density parity problem in cellular automata. In both test cases using evolutive methods, the examples used in the learning process biased the solutions found. The main characteristics of the Uniform Coevolution method are that it smoothes the fitness landscape and, that it obtains “ideal learner examples”. Results using uniform coevolution show a high value of generality, compared with non co-evolutive approaches.
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher IEEE
dc.rights © IEEE
dc.title Coevolutive adaptation of fitness landscape for solving the testing problem
dc.type conferenceObject
dc.type bookPart
dc.relation.publisherversion http://dx.doi.org/10.1109/ICSMC.2000.886610
dc.subject.eciencia Informática
dc.identifier.doi 10.1109/ICSMC.2000.886610
dc.rights.accessRights openAccess
dc.relation.eventdate 8-11 October 2000
dc.relation.eventtitle IEEE International Conference on Systems, Man, and Cybernetics
dc.relation.eventtype proceeding
dc.identifier.publicationfirstpage 3846
dc.identifier.publicationlastpage 3851
dc.identifier.publicationtitle IEEE International Conference on Systems, Man, and Cybernetics, 2000
dc.identifier.publicationvolume 5
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