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Metaheuristics

A Comprehensive Guide to the Design and Implementation of Effective Optimisation Strategies
Buch | Hardcover
300 Seiten
2016
Springer London Ltd (Verlag)
978-1-84628-277-5 (ISBN)
94,11 inkl. MwSt
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This book presents the main metaheuristic methods - tabu search, simulated annealing and genetic algorithms - and thoroughly discusses their pros and cons. It includes program codes showing how each method is designed, used, evaluated and improved.
This is the first book to cover metaheuristics - a hot area of methods that can be used in optimisation problems - in a single volume and integrated fashion. Basic problems are disussed with worked example and program code included, enabling the book be used as textbook for students.

The authors are researchers, doing active research into the topic of metaheuristics. They teach courses on the subject in universities at undergraduate and graduate levels. They have also been involved in some industrial projects, where we have implemented metaheuristics for real optimisation problems. Marc Sevaux is a Professor at the University of South-Brittany (Lorient, France). He is a member of the LESTER Laboratory, a CNRS-affiliated laboratory (FRE 2734). He teaches undergraduate and graduate courses in Operational Research and Computer Science at the Faculty of Science and Technology. He is a former member of the department of Production Systems of the LAMIH. He received his Ph.D. degree in 1998 from the Pierre and Marie Curie University (Paris VI) and conducted his doctoral research at the Ecole des Mines de Nantes in the Department of Automatic Control and Production Engineering. He defended his Habilitation in July 2004 at the University of Valenciennes in the LAMIH laboratory, Production Systems department. Prof. Sevaux is primarily interested in combinatorial optimization research, particularly production planning, scheduling and routing problems. He is currently working on robustness in scheduling and also on multi-objective routing problems. He is also interested in linear and integer programming to solve various industrial problems.

1 Introduction 2 Local-search 3 Local-search based metaheuristics 4 Population-based metaheuristics 5 Advanced metaheuristics 6 Some additional topics

Erscheint lt. Verlag 9.7.2016
Reihe/Serie Decision Engineering
Zusatzinfo 30 black & white illustrations
Verlagsort England
Sprache englisch
Maße 155 x 235 mm
Einbandart gebunden
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Mathematik / Informatik Mathematik Finanz- / Wirtschaftsmathematik
Technik
Wirtschaft Betriebswirtschaft / Management
Schlagworte algorithms • Combinatorial Optimisation • Metaheuristics • Operations Research • Problem Solving
ISBN-10 1-84628-277-2 / 1846282772
ISBN-13 978-1-84628-277-5 / 9781846282775
Zustand Neuware
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