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020 _a9783031041488
_9978-3-031-04148-8
024 7 _a10.1007/978-3-031-04148-8
_2doi
050 4 _aQA76.9.M35
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_2bicssc
072 7 _aCOM014000
_2bisacsh
072 7 _aUYAM
_2thema
082 0 4 _a004.0151
_223
245 1 0 _aEvolutionary Computation in Combinatorial Optimization
_h[electronic resource] :
_b22nd European Conference, EvoCOP 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20–22, 2022, Proceedings /
_cedited by Leslie Pérez Cáceres, Sébastien Verel.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXIV, 209 p. 46 illus., 28 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13222
505 0 _aOn Monte Carlo Tree Search for Weighted Vertex Coloring -- A RNN-based Hyper-heuristic for combinatorial problems -- Algorithm Selection for the Team Orienteering Problem -- Performance evaluation of a parallel ant colony optimization for the real-time train routing selection problem in large instances -- Deep Infeasibility Exploration Method for Vehicle Routing Problems -- Evolutionary Algorithms for the Constrained Two-Level Role Mining Problem -- Simplifying Dispatching Rules in Genetic Programming for Dynamic Job Shop Scheduling -- Novelty-Driven Binary Particle Swarm Optimisation for Truss Optimisation Problems -- A Beam Search for the Shortest Common Supersequence Problem Guided by an Approximate Expected Length Calculation -- Modeling the Costas Array Problem in QUBO for Quantum Annealing -- Penalty Weights in QUBO formulations: Permutation Problems -- PUBOi: a tunable benchmark with variable importance -- Stagnation Detection meets Fast Mutation.
520 _aThis book constitutes the refereed proceedings of the 22nd European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2022, held as part of Evo*2022, in Madrid, Spain, during April 20-21, 2022, co-located with the Evo*2022 events: EvoMUSART, EvoApplications, and EuroGP. The 13 revised full papers presented in this book were carefully reviewed and selected from 28 submissions. They present recent theoretical and experimental advances in combinatorial optimization, evolutionary algorithms, and related research fields.
650 0 _aComputer science
_xMathematics.
650 0 _aAlgorithms.
650 0 _aData structures (Computer science).
650 0 _aInformation theory.
650 0 _aArtificial intelligence.
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 1 4 _aMathematics of Computing.
650 2 4 _aDesign and Analysis of Algorithms.
650 2 4 _aData Structures and Information Theory.
650 2 4 _aArtificial Intelligence.
650 2 4 _aComputer Engineering and Networks.
700 1 _aPérez Cáceres, Leslie.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aVerel, Sébastien.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031041471
776 0 8 _iPrinted edition:
_z9783031041495
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v13222
856 4 0 _uhttps://doi.org/10.1007/978-3-031-04148-8
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