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Titlebook: Evolutionary Computation in Combinatorial Optimization; 24th European Confer Thomas Stützle,Markus Wagner Conference proceedings 2024 The E

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https://doi.org/10.1007/978-981-19-4286-0. Therefore, our construction provides the first explicit example which realizes the pessimism of the . model. Our simulations demonstrate matching runtimes for both static and self-adjusting . and .-EA. We additionally demonstrate, devising an example of fixed dimension, that drift minimization does not equal maximal runtime.
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https://doi.org/10.1057/9781403914125ing five different operators for permutations from the literature. These experiments as well as theoretical results show which operators and local search variants perform best, improving our understanding of the operators and local search in combinatorial optimisation.
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Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem,Consequently, we propose a sparse surrogate model that incorporates selected, relevant terms and is simpler to optimize. To demonstrate our approach, we apply it to the bus stop spacing problem, an exemplary combinatorial pseudo-Boolean challenge.
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Conference proceedings 2024ected from 28 submissions. They cover a variety of topics, ranging from constructive algorithms, machine learning techniques ranging from neural network based guidance to sparse surrogate models for optimization problems, the foundation of evolutionary computation algorithms and other search heuristics, to multi-objective optimization problems. .
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https://doi.org/10.1007/978-1-4899-1115-5instances of the classical DIMACS coloring benchmarks. The proposed method also finds three new best solutions for the weighted vertex coloring problem. We investigate the impacts of the different algorithmic variants on both problems.
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