dc.contributor.author | Diez García, M | |
dc.contributor.author | Moraglio, A | |
dc.date.accessioned | 2019-02-08T11:14:57Z | |
dc.date.issued | 2019-03-28 | |
dc.description.abstract | Previous work proposed to unify an algebraic theory of fitness landscapes and a geometric framework of evolutionary algorithms (EAs). One of the main goals behind this unification is to develop an analytical method that verifies if a problem's landscape belongs to certain abstract convex landscapes classes, where certain recombination-based EAs (without mutation) have polynomial runtime performance. This paper advances such unification by showing that: (a) crossovers can be formally classified according to geometric or algebraic axiomatic properties; and (b) the population behaviour induced by certain crossovers in recombination-based EAs can be formalised in the geometric and algebraic theories. These results make a significant contribution to the basis of an integrated geometric-algebraic framework with which analyse recombination spaces and recombination-based EAs. | en_GB |
dc.identifier.citation | Proceedings of EvoCOP 2019 - 19th European Conference on Evolutionary Computation, Vol. 11452, pp. 179-195. | en_GB |
dc.identifier.doi | 10.1007/978-3-030-16711-0_12 | |
dc.identifier.uri | http://hdl.handle.net/10871/35845 | |
dc.language.iso | en | en_GB |
dc.publisher | Springer Verlag | en_GB |
dc.rights | © Springer Nature Switzerland AG 2019. | |
dc.subject | Abstract convex landscape | en_GB |
dc.subject | Abstract convex search | en_GB |
dc.subject | Convex hull closure | en_GB |
dc.subject | Geometric crossover | en_GB |
dc.subject | Recombination P-structure | en_GB |
dc.title | A Unifying View on Recombination Spaces and Abstract Convex Evolutionary Search | en_GB |
dc.type | Conference paper | en_GB |
dc.date.available | 2019-02-08T11:14:57Z | |
dc.contributor.editor | Liefooghe, A | en_GB |
dc.contributor.editor | et al. | en_GB |
dc.identifier.issn | 0302-9743 | |
dc.description | This is the author accepted manuscript. The final version is available from Springer via the DOI in this record. | en_GB |
dc.description | Proceedings of EvoCOP 2019 - 19th European Conference on Evolutionary Computation, 24-26 April 2019, Leipzig, Germany | en_GB |
dc.identifier.journal | Lecture Notes in Computer Science | en_GB |
dc.rights.uri | http://www.rioxx.net/licenses/all-rights-reserved | en_GB |
dcterms.dateAccepted | 2019-01-11 | |
rioxxterms.version | AM | en_GB |
rioxxterms.licenseref.startdate | 2019-01-11 | |
rioxxterms.type | Conference Paper/Proceeding/Abstract | en_GB |
refterms.dateFCD | 2019-02-07T11:27:00Z | |
refterms.versionFCD | AM | |
refterms.dateFOA | 2019-05-10T08:33:14Z | |
refterms.panel | B | en_GB |