Nature-inspired Metaheuristic Algorithms

Nature-inspired Metaheuristic Algorithms
Author :
Publisher : Luniver Press
Total Pages : 148
Release :
ISBN-10 : 9781905986286
ISBN-13 : 1905986289
Rating : 4/5 (289 Downloads)

Book Synopsis Nature-inspired Metaheuristic Algorithms by : Xin-She Yang

Download or read book Nature-inspired Metaheuristic Algorithms written by Xin-She Yang and published by Luniver Press. This book was released on 2010 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern metaheuristic algorithms such as bee algorithms and harmony search start to demonstrate their power in dealing with tough optimization problems and even NP-hard problems. This book reviews and introduces the state-of-the-art nature-inspired metaheuristic algorithms in optimization, including genetic algorithms, bee algorithms, particle swarm optimization, simulated annealing, ant colony optimization, harmony search, and firefly algorithms. We also briefly introduce the photosynthetic algorithm, the enzyme algorithm, and Tabu search. Worked examples with implementation have been used to show how each algorithm works. This book is thus an ideal textbook for an undergraduate and/or graduate course. As some of the algorithms such as the harmony search and firefly algorithms are at the forefront of current research, this book can also serve as a reference book for researchers.


Nature-inspired Metaheuristic Algorithms Related Books

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
Search and Optimization by Metaheuristics
Language: en
Pages: 437
Authors: Ke-Lin Du
Categories: Computers
Type: BOOK - Published: 2016-07-20 - Publisher: Birkhäuser

DOWNLOAD EBOOK

This textbook provides a comprehensive introduction to nature-inspired metaheuristic methods for search and optimization, including the latest trends in evoluti
Metaheuristic Optimization: Nature-Inspired Algorithms Swarm and Computational Intelligence, Theory and Applications
Language: en
Pages: 192
Authors: Modestus O. Okwu
Categories: Technology & Engineering
Type: BOOK - Published: 2020-11-13 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book exemplifies how algorithms are developed by mimicking nature. Classical techniques for solving day-to-day problems is time-consuming and cannot addres
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
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