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Optimization of hexapod locomotion using genetic algorithms

dc.contributor.authorSilva, Manuel
dc.contributor.authorBarbosa, Ramiro
dc.contributor.authorTenreiro Machado, J. A.
dc.date.accessioned2019-04-18T09:39:59Z
dc.date.available2019-04-18T09:39:59Z
dc.date.issued2010-02
dc.description.abstractDifferent strategies have been adopted for the optimization of legged robots, either during their design and construction phases, or during their operation. Evolutionary strategies are a way to imitate nature replicating the process that nature designed for the generation and evolution of species. This paper presents a genetic algorithm, running over a simulation application of legged robots, that allows the optimization of several locomotion, model and controller parameters, for different locomotion speeds and gaits. Here are studied the model and locomotion parameters that optimize the robot performance, in a large range of distinct velocities.pt_PT
dc.description.versionN/Apt_PT
dc.identifier.doi10.2316/P.2010.675-109
dc.identifier.urihttp://hdl.handle.net/10400.22/13639
dc.language.isoengpt_PT
dc.subjectLegged Robotspt_PT
dc.subjectLocomotionpt_PT
dc.subjectGaitpt_PT
dc.subjectOptimizationpt_PT
dc.subjectGenetic Algorithmspt_PT
dc.titleOptimization of hexapod locomotion using genetic algorithmspt_PT
dc.typeconference object
dspace.entity.typePublication
oaire.citation.conferencePlaceInnsbruck, Austriapt_PT
oaire.citation.endPage297pt_PT
oaire.citation.startPage291pt_PT
oaire.citation.title29th IASTED International Conferencept_PT
person.familyNameSilva
person.familyNameBarbosa
person.familyNameTenreiro Machado
person.givenNameManuel
person.givenNameRamiro
person.givenNameJ. A.
person.identifierR-000-A3Q
person.identifier156328
person.identifier.ciencia-idAB11-C518-AF50
person.identifier.ciencia-id9F1E-CA64-4C8B
person.identifier.ciencia-id7A18-4935-5B29
person.identifier.orcid0000-0002-0593-2865
person.identifier.orcid0000-0001-7410-8872
person.identifier.orcid0000-0003-4274-4879
person.identifier.ridM-5767-2013
person.identifier.ridM-2173-2013
person.identifier.scopus-author-id55934287000
person.identifier.scopus-author-id8582675300
person.identifier.scopus-author-id55989030100
rcaap.rightsopenAccesspt_PT
rcaap.typeconferenceObjectpt_PT
relation.isAuthorOfPublication06ad158b-a73e-4c2e-9ea6-5c023ba9b4cc
relation.isAuthorOfPublicationae867f98-4683-47cf-910d-16d5cd4517ba
relation.isAuthorOfPublication82cd5c17-07b6-492b-b3e3-ecebdad1254f
relation.isAuthorOfPublication.latestForDiscoveryae867f98-4683-47cf-910d-16d5cd4517ba

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