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Handbook of Metaheuristics 1st Edition by Fred Glover, Gary Kochenberger 9781402072635 1402072635

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Handbook of Metaheuristics International Series in Operations Research Management Science 1st Edition Fred W. Glover Digital Instant Download

Author(s): Fred W. Glover
ISBN(s): 9781402072635, 1402072635
Edition: 1
File Details: PDF, 10.03 MB
Year: 2003
Language: english
SKU: EB-1856900 Category: Tag:

Handbook of Metaheuristics 1st Edition by Fred Glover, Gary Kochenberger – Ebook PDF Instant Download/Delivery: 9781402072635, 1402072635

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Product details:

ISBN 10: 1402072635

ISBN 13: 9781402072635

Author: Fred Glover; Gary A. Kochenberger

This book provides both the research and practitioner communities with a comprehensive coverage of the metaheuristic methodologies that have proven to be successful in a wide variety of real-world problem settings. Moreover, it is these metaheuristic strategies that hold particular promise for success in the future. The various chapters serve as stand alone presentations giving both the necessary background underpinnings as well as practical guides for implementation.

Table of contents:

Chapter 1: Scatter Search and Path Relinking: Advances and Applications

Chapter 2: An Introduction to Tabu Search

Chapter 3: Genetic Algorithms

Chapter 4: Genetic Programming: Automatic Synthesis of Topologies and Numerical Parameters

Chapter 5: A Gentle Introduction to Memetic Algorithms

Chapter 6: Variable Neighborhood Search

Chapter 7: Guided Local Search

Chapter 8: Greedy Randomized Adaptive Search Procedures

Chapter 9: The Ant Colony Optimization Metaheuristic: Algorithms, Applications, and Advances

Chapter 10: The Theory and Practice of Simulated Annealing

Chapter 11: Iterated Local Search

Chapter 12: Multi-Start Methods

Chapter 13: Local Search and Constraint Programming

Chapter 14: Constraint Satisfaction

Chapter 15: Artificial Neural Networks for Combinatorial Optimization

Chapter 16: Hyper-Heuristics: An Emerging Direction in Modern Search Technology

Chapter 17: Parallel Strategies for Meta-Heuristics

Chapter 18: Metaheuristic Class Libraries

Chapter 19: Asynchronous Teams

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Tags: Fred Glover, Gary Kochenberger, Metaheuristics, Handbook