Essentials of Metaheuristics (Second Edition)

Essentials of Metaheuristics (Second Edition)
Author :
Publisher :
Total Pages : 242
Release :
ISBN-10 : 1300549629
ISBN-13 : 9781300549628
Rating : 4/5 (29 Downloads)

Book Synopsis Essentials of Metaheuristics (Second Edition) by : Sean Luke

Download or read book Essentials of Metaheuristics (Second Edition) written by Sean Luke and published by . This book was released on 2012-12-20 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interested in the Genetic Algorithm? Simulated Annealing? Ant Colony Optimization? Essentials of Metaheuristics covers these and other metaheuristics algorithms, and is intended for undergraduate students, programmers, and non-experts. The book covers a wide range of algorithms, representations, selection and modification operators, and related topics, and includes 71 figures and 135 algorithms great and small. Algorithms include: Gradient Ascent techniques, Hill-Climbing variants, Simulated Annealing, Tabu Search variants, Iterated Local Search, Evolution Strategies, the Genetic Algorithm, the Steady-State Genetic Algorithm, Differential Evolution, Particle Swarm Optimization, Genetic Programming variants, One- and Two-Population Competitive Coevolution, N-Population Cooperative Coevolution, Implicit Fitness Sharing, Deterministic Crowding, NSGA-II, SPEA2, GRASP, Ant Colony Optimization variants, Guided Local Search, LEM, PBIL, UMDA, cGA, BOA, SAMUEL, ZCS, XCS, and XCSF.


Essentials of Metaheuristics (Second Edition) Related Books

Essentials of Metaheuristics (Second Edition)
Language: en
Pages: 242
Authors: Sean Luke
Categories: Algorithms
Type: BOOK - Published: 2012-12-20 - Publisher:

DOWNLOAD EBOOK

Interested in the Genetic Algorithm? Simulated Annealing? Ant Colony Optimization? Essentials of Metaheuristics covers these and other metaheuristics algorithms
Nature-inspired Metaheuristic Algorithms
Language: en
Pages: 148
Authors: Xin-She Yang
Categories: Computers
Type: BOOK - Published: 2010 - Publisher: Luniver Press

DOWNLOAD EBOOK

Modern metaheuristic algorithms such as bee algorithms and harmony search start to demonstrate their power in dealing with tough optimization problems and even
Engineering Optimization
Language: en
Pages: 377
Authors: Xin-She Yang
Categories: Mathematics
Type: BOOK - Published: 2010-07-20 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

An accessible introduction to metaheuristics and optimization, featuring powerful and modern algorithms for application across engineering and the sciences From
Hybrid Metaheuristics
Language: en
Pages: 294
Authors: Christian Blum
Categories: Technology & Engineering
Type: BOOK - Published: 2008-06-24 - Publisher: Springer

DOWNLOAD EBOOK

Optimization problems are of great importance across a broad range of fields. They can be tackled, for example, by approximate algorithms such as metaheuristics
Metaheuristics
Language: en
Pages: 625
Authors: El-Ghazali Talbi
Categories: Computers
Type: BOOK - Published: 2009-05-27 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

A unified view of metaheuristics This book provides a complete background on metaheuristics and shows readers how to design and implement efficient algorithms t