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Metaheuristic and Evolutionary Computation: Algorithms and Applications cover

Metaheuristic and Evolutionary Computation: Algorithms and Applications

by Hasmat Malik, Atif Iqbal, Puneet Joshi, Sanjay Agrawal, Farhad Ilahi Bakhsh

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About this book

<p>This book addresses the principles and applications of metaheuristic approaches in engineering and related fields. The first part covers metaheuristics tools and techniques such as ant colony optimization and Tabu search, and their applications to several classes of optimization problems. In turn, the book’s second part focuses on a wide variety of metaheuristics applications in engineering and/or the applied sciences, e.g. in smart grids and renewable energy. In addition, the simulation codes for the problems discussed are included in an appendix for ready reference.</p>Intended for researchers aspiring to learn and apply metaheuristic techniques, and gathering contributions by prominent experts in the field, the book offers readers an essential introduction to metaheuristics, its theoretical aspects and applications.

Details

Format
Paperback
Pages
820
Publisher
Springer Nature Singapore
Language
EN
Edition
1
ISBN-13
9789811575730
ISBN-10
9811575738

Categories

Computers & Technology, Computer Science, AI & Machine Learning, Engineering & Transportation