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Metaheuristics

Siarry, Patrick.

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Metaheuristics

Record Type:	Electronic resources : Monograph/item
Title/Author:	Metaheuristics/ edited by Patrick Siarry.
other author:	Siarry, Patrick.
Published:	Cham :Springer International Publishing : : 2016.,
Description:	xvi, 489 p. :ill., digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer eBooks
Subject:	Combinatorial optimization - Data processing. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-45403-0
ISBN:	9783319454030

Metaheuristics
Metaheuristics[electronic resource] /edited by Patrick Siarry. - Cham :Springer International Publishing :2016. - xvi, 489 p. :ill., digital ;24 cm.

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.

Metaheuristics exhibit desirable properties like simplicity, easy parallelizability, and ready applicability to different types of optimization problems. After a comprehensive introduction to the field, the contributed chapters in this book include explanations of the main metaheuristics techniques, including simulated annealing, tabu search, evolutionary algorithms, artificial ants, and particle swarms, followed by chapters that demonstrate their applications to problems such as multiobjective optimization, logistics, vehicle routing, and air traffic management. The authors are leading researchers in this domain, with considerable teaching and applications experience, and the book will be of value to industrial practitioners, graduate students, and research academics.

ISBN: 9783319454030

Standard No.: 10.1007/978-3-319-45403-0doiSubjects--Topical Terms:

764686
Combinatorial optimization
--Data processing.

LC Class. No.: QA402.5

Dewey Class. No.: 519.64

Metaheuristics
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245 0 0 $a Metaheuristics $h [electronic resource] / $c edited by Patrick Siarry.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2016.
300 $a xvi, 489 p. : $b ill., digital ; $c 24 cm.
505 0 $a 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.
520 $a Metaheuristics exhibit desirable properties like simplicity, easy parallelizability, and ready applicability to different types of optimization problems. After a comprehensive introduction to the field, the contributed chapters in this book include explanations of the main metaheuristics techniques, including simulated annealing, tabu search, evolutionary algorithms, artificial ants, and particle swarms, followed by chapters that demonstrate their applications to problems such as multiobjective optimization, logistics, vehicle routing, and air traffic management. The authors are leading researchers in this domain, with considerable teaching and applications experience, and the book will be of value to industrial practitioners, graduate students, and research academics.
650 0 $a Combinatorial optimization $x Data processing. $3 764686
650 0 $a Problem solving $x Data processing. $3 572499
650 0 $a Computer algorithms. $3 523872
650 1 4 $a Computer Science. $3 626642
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 890894
650 2 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Operation Research/Decision Theory. $3 1620900
650 2 4 $a Optimization. $3 891104
700 1 $a Siarry, Patrick. $3 814742
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-45403-0
950 $a Computer Science (Springer-11645)