Solving permutation-based combinatorial optimisation problems
Josu Ceberio
Broschiertes Buch

Solving permutation-based combinatorial optimisation problems

with estimation of distribution algorithms and extensions thereof

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In computer science, optimisation is the topic that consists of selecting the best solution(s) from a set of available solutions with regard to some criteria. Optimisation problems are usually divided into two categories: continuous problems and combinatorial problems. In this book, we focus on a particular set of combinatorial problems where the solutions are naturally codified as permutations. These problems, refer to as permutation problems, appear in a vast range of domains, such as graph theory, mathematical psychology or bioinformatics, and particularly, in logistic areas such as routing...