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E-raamat: Evolutionary Computation in Combinatorial Optimization: 22nd European Conference, EvoCOP 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings

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Evolutionary Computation in Combinatorial Optimization: 22nd European Conference, EvoCOP 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, ProceedingsSuurem pilt
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This 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.
On 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.
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