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Titlebook: Design of Heuristic Algorithms for Hard Optimization; With Python Codes fo Éric D. Taillard Textbook‘‘‘‘‘‘‘‘ 2023 The Editor(s) (if applica

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A Short List of Combinatorial Optimization ProblemsThis chapter reviews a number of typical combinatorial optimization problems. It illustrates the tenuous border that sometimes exists between an easy problem, for which effective algorithms are known, and an intractable one that differs merely by a small detail that may appear innocuous at first sight
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CodesThis chapter gives utility codes used by various procedures presented in the book. It also gives some programs for testing many of the metaheuristics discussed in the book.
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https://doi.org/10.1057/9781137544735 Then two basic methods are presented, random and greedy constructions. The latter sequentially selects the elements to include to a partial solution, never changing the choices that have been made. This method can be improved by a deeper evaluation of the consequences of a choice. Beam search and the pilot method are part of it.
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Vom Finden und Erfinden neuer „Spielregeln“ecomposing the problem into a chain of more manageable sub-problems. Secondly, it proposes an approach for the design of a specific heuristic. Finally, some techniques for parameter tuning and comparing the efficiency of algorithms are reviewed.
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