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020 _a9783319774497
_9978-3-319-77449-7
024 7 _a10.1007/978-3-319-77449-7
_2doi
050 4 _aQA297-299.4
072 7 _aPBKS
_2bicssc
072 7 _aMAT041000
_2bisacsh
072 7 _aPBKS
_2thema
082 0 4 _a518
_223
245 1 0 _aEvolutionary Computation in Combinatorial Optimization
_h[electronic resource] :
_b18th European Conference, EvoCOP 2018, Parma, Italy, April 4–6, 2018, Proceedings /
_cedited by Arnaud Liefooghe, Manuel López-Ibáñez.
250 _a1st ed. 2018.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2018.
300 _aXIV, 189 p. 31 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v10782
520 _aThis book constitutes the refereed proceedings of the 18th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2018, held in Parma, Italy, in April 2018, co-located with the Evo* 2018 events EuroGP, EvoMUSART and EvoApplications. The 12 revised full papers presented were carefully reviewed and selected from 37 submissions. The papers cover a wide spectrum of topics, ranging from the foundations of evolutionary computation algorithms and other search heuristics, to their accurate design and application to both single- and multi-objective combinatorial optimization problems. Fundamental and methodological aspects deal with runtime analysis, the structural properties of fitness landscapes, the study of metaheuristics core components, the clever design of their search principles, and their careful selection and configuration by means of automatic algorithm configuration and hyper-heuristics. Applicationscover conventional academic domains such as NK landscapes, binary quadratic programming, traveling salesman, vehicle routing, or scheduling problems, and also include real-world domains in clustering, commercial districting and winner determination.
650 0 _aNumerical analysis.
650 0 _aAlgorithms.
650 0 _aArtificial intelligence.
650 0 _aComputer science
_xMathematics.
650 0 _aDiscrete mathematics.
650 0 _aArtificial intelligence
_xData processing.
650 1 4 _aNumerical Analysis.
650 2 4 _aAlgorithms.
650 2 4 _aArtificial Intelligence.
650 2 4 _aDiscrete Mathematics in Computer Science.
650 2 4 _aData Science.
700 1 _aLiefooghe, Arnaud.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aLópez-Ibáñez, Manuel.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319774480
776 0 8 _iPrinted edition:
_z9783319774503
830 0 _aTheoretical Computer Science and General Issues,
_x2512-2029 ;
_v10782
856 4 0 _uhttps://doi.org/10.1007/978-3-319-77449-7
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
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