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dc.contributor.authorGajda-Zagórska, E.
dc.contributor.authorSmolka, M.
dc.contributor.authorSchaefer, R.
dc.contributor.authorPardo, D. 
dc.contributor.authorAlvarez-Aramberri, J. 
dc.date.accessioned2016-06-13T13:11:52Z
dc.date.available2016-06-13T13:11:52Z
dc.date.issued2015-12-31
dc.identifier.issn1877-0509
dc.identifier.urihttp://hdl.handle.net/20.500.11824/105
dc.description.abstractWe propose a multi-objective approach for solving challenging inverse parametric problems. The objectives are misfits for several physical descriptions of a phenomenon under consideration, whereas their domain is a common set of admissible parameters. The resulting Pareto set, or parameters close to it, constitute various alternatives of minimizing individual misfits. A special type of selection applied to the memetic solution of the multi-objective problem narrows the set of alternatives to the ones that are sufficiently coherent. The proposed strategy is exemplified by solving a real-world engineering problem consisting of the magnetotelluric measurement inversion that leads to identification of oil deposits located about 3 km under the Earth's surface, where two misfit functions are related to distinct frequencies of the electric and magnetic waves.
dc.formatapplication/pdf
dc.language.isoengen_US
dc.rightsReconocimiento-NoComercial-CompartirIgual 3.0 Españaen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/3.0/es/en_US
dc.subjectInverse problems
dc.subjectMemetic algorithms
dc.subjectMulti-objective optimization methods
dc.titleMulti-objective hierarchic memetic solver for inverse parametric problemsen_US
dc.typeinfo:eu-repo/semantics/conferenceObjecten_US
dc.identifier.doi10.1016/j.procs.2015.05.239
dc.relation.publisherversionhttp://www.sciencedirect.com/science/article/pii/S1877050915010479
dc.rights.accessRightsinfo:eu-repo/semantics/openAccessen_US
dc.type.hasVersioninfo:eu-repo/semantics/acceptedVersionen_US
dc.journal.titleProcedia Computer Scienceen_US


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Reconocimiento-NoComercial-CompartirIgual 3.0 España
Except where otherwise noted, this item's license is described as Reconocimiento-NoComercial-CompartirIgual 3.0 España