Metaheuristics for Business Analytics, Abraham Duarte; Manuel Laguna; Rafael Marti

Автор: Gendreau
Название: Handbook of Metaheuristics
ISBN: 331991085X ISBN-13(EAN): 9783319910857
Издательство: Springer
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Цена: 134160.00 T
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Описание: Metaheuristics have grown into one of the most prominent areas of operations research. This update of a trailblazing volume examines the latest developments in the field.

Автор: Fouad Bennis; Rajib Kumar Bhattacharjya
Название: Nature-Inspired Methods for Metaheuristics Optimization
ISBN: 3030264572 ISBN-13(EAN): 9783030264574
Издательство: Springer
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Цена: 121110.00 T
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Автор: Patrick Siarry; Zbigniew Michalewicz
Название: Advances in Metaheuristics for Hard Optimization
ISBN: 3642092063 ISBN-13(EAN): 9783642092060
Издательство: Springer
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Цена: 153720.00 T
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Описание: The editors, both leading experts in this field, have assembled a team of researchers to contribute 21 chapters organized into parts on simulated annealing, tabu search, ant colony algorithms, general purpose studies of evolutionary algorithms, applications of evolutionary algorithms, and metaheuristics.

Автор: Yossi Borenstein; Alberto Moraglio
Название: Theory and Principled Methods for the Design of Metaheuristics
ISBN: 3662519550 ISBN-13(EAN): 9783662519554
Издательство: Springer
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Цена: 79190.00 T
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Описание: This book describes methods for incorporating problem knowledge in evolutionary algorithms and other metaheuristics, and shows how statistical methods can use experimental data to enhance the performance of existing metaheuristics in a systematic way.

Автор: Nacima Labadie, Christian Prins, Caroline Prodhon
Название: Metaheuristics for Vehicle Routing Problems
ISBN: 1848218117 ISBN-13(EAN): 9781848218116
Издательство: Wiley
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Цена: 146730.00 T
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This book is dedicated to metaheuristics as applied to vehicle routing problems. Several implementations are given as illustrative examples, along with applications to several typical vehicle routing problems.

As a first step, a general presentation intends to make the reader more familiar with the related field of logistics and combinatorial optimization. This preamble is completed with a description of significant heuristic methods classically used to provide feasible solutions quickly, and local improvement moves widely used to search for enhanced solutions. The overview of these fundamentals allows appreciating the core of the work devoted to an analysis of metaheuristic methods for vehicle routing problems. Those methods are exposed according to their feature of working either on a sequence of single solutions, or on a set of solutions, or even by hybridizing metaheuristic approaches with others kind of methods.

Автор: Chopard Bastien, Tomassini Marco
Название: An Introduction to Metaheuristics for Optimization
ISBN: 3319930729 ISBN-13(EAN): 9783319930725
Издательство: Springer
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Цена: 46570.00 T
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Описание: The authors stress the relative simplicity, efficiency, flexibility of use, and suitability of various approaches used to solve difficult optimization problems. This textbook is a suitable introduction for undergraduate and graduate students, researchers, and professionals in computer science, engineering, and logistics.

Автор: Martin Josef Geiger; Walter Habenicht; Marc Sevaux
Название: Metaheuristics in the Service Industry
ISBN: 3642009387 ISBN-13(EAN): 9783642009389
Издательство: Springer
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Цена: 97820.00 T
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Описание: Aims to combine a set of selected and peer-reviewed articles, presenting results of metaheuristics for modern services. This work considers applications in the area of transportation and logistics, and also other areas including production and financial services.

Автор: El-Ghazali Talbi; Farouk Yalaoui; Lionel Amodeo
Название: Metaheuristics for Production Systems
ISBN: 3319233491 ISBN-13(EAN): 9783319233499
Издательство: Springer
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Цена: 139750.00 T
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Описание: Metaheuristics for Production Systems

Автор: Epps Amelia
Название: Current Approaches in Metaheuristics
ISBN: 1632381079 ISBN-13(EAN): 9781632381071
Издательство: Неизвестно
Цена: 96560.00 T
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Автор: Laurent Deroussi
Название: Metaheuristics for Logistics
ISBN: 1848218087 ISBN-13(EAN): 9781848218086
Издательство: Wiley
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Цена: 146730.00 T
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This book describes the main classical combinatorial problems that can be encountered when designing a logistics network or driving a supply chain. It shows how these problems can be tackled by metaheuristics, both separately and using an integrated approach. A huge number of techniques, from the simplest to the most advanced ones, are given for helping the reader to implement efficient solutions that meet its needs.

A lot of books have been written about metaheuristics (methods for solving hard optimization problems) and supply chain management (the field in which we find a huge number of combinatorial optimization problems) in the last decades. So, the main reason of this book is to describe how these methods can be implemented for this class of problems.

Автор: Patrick Siarry
Название: Metaheuristics
ISBN: 3319454013 ISBN-13(EAN): 9783319454016
Издательство: Springer
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Цена: 130430.00 T
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Описание: Introduction.- Simulated Annealing.- Tabu Search.- Search in Variable Neighborhoods.- The GRASP Search Algorithm.- Evolutionary Algorithms.- Artificial Ants.- Particle Swarms.- Other Metaheuristics.- Other Social Insect Algorithms.- Extending Evolutionary Algorithms for Multiobjective Optimization.- Extending Evolutionary Algorithms for Optimization Under Constraints.- Modeling and Comparison Methods.- Hybrid Metaheuristics for Optimizing Logistics.- Metaheuristics for Vehicle Routing Problems.- Applications in Air Traffic Management.

Автор: Lionel Amodeo; El-Ghazali Talbi; Farouk Yalaoui
Название: Recent Developments in Metaheuristics
ISBN: 3319863606 ISBN-13(EAN): 9783319863603
Издательство: Springer
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Цена: 93160.00 T
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Описание: This book highlights state-of-the-art developments in metaheuristics research. It examines all aspects of metaheuristic research including new algorithmic developments, applications, new research challenges, theoretical developments, implementation issues, in-depth experimental studies. The book is divided into two sections. Part I is focused on new optimization and modeling techniques based on metaheuristics. The chapters in this section cover topics from multi-objective problems with fuzzy data with triangular-valued objective functions, to hyper-heuristics optimization methodology, designing genetic algorithms, and also the cuckoo search algorithm. The techniques described help to enhance the usability and increase the potential of metaheuristic algorithms. Part II showcases advanced metaheuristic approaches to solve real-life applications issues. This includes an examination of scheduling, the vehicle routing problem, multimedia sensor network, supplier selection, bin packing, objects tracking, and radio frequency identification. In the fields covered in the chapters are of high-impact applications of metaheuristics. The chapters offer innovative applications of metaheuristics that have a potential of widening research frontiers. Altogether, this book offers a comprehensive look at how researchers are currently using metaheuristics in different domains of design and application.