Evolutionary Computation in Combinatorial Optimization

24th European Conference, EvoCOP 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3–5, 2024, Proceedings

AvThomas Stützle,Markus Wagner

Häftad, Engelska, 2024

Del 14632 i serien Lecture Notes in Computer Science

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Beskrivning

This book constitutes the referred proceedings of the 24th European Conference on Evolutionary Computation in Combinatorial Optimization, EvoCOP 2024, held as part of EvoStar 2024, in Aberystwyth, UK, during April 3–5, 2024. The 12 full papers presented in this book were carefully reviewed and selected from 28 submissions.

Produktinformation

Utgivningsdatum:2024-05-04
Mått:155 x 235 x 12 mm
Vikt:324 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:194
Förlag:Springer International Publishing AG
ISBN:9783031577116

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Systemvetenskap och AI inom Data och IT
Artificiell intelligens inom Data och IT
Hårdvara inom Data och IT

Innehållsförteckning

A Neural Network Based Guidance for a BRKGA: An Application to the Longest Common Square Subsequence Problem.- Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem.- Emergence of new local search algorithms with neuro-evolution.- Q-learning Based Framework for Solving the Stochastic E-waste Collection Problem.- A memetic algorithm with adaptive operator selection for graph coloring.- Studies on Multi-objective Role Mining in ERP Systems.- Greedy heuristic guided by lexicographic excellence.- Reduction-Based MAX-3SAT with Low Nonlinearity and Lattices Under Recombination.- Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances.- Hardest Monotone Functions for Evolutionary Algorithms.- A Theoretical Investigation Of Termination Criteria For Evolutionary Algorithms.- Experimental and Theoretical Analysis of Local Search Optimising OBDD Variable Orderings.