ENGLISH

Metaheuristic and Evolutionary Computation: Algorithms and Applications

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

Book information

Publisher
Springer Singapore;Springer
Year
2021
ISBN
9789811575709, 9789811575716
DOI
10.1007/978-981-15-7571-6
Language
english
Format
PDF
Filesize
34 MB (35816294 bytes)
Series
Studies in Computational Intelligence 916
Edition
1st ed.
Pages
XXIX, 820\830
Time added
2021-01-06 05:41:07
Engineering; Computational Intelligence; Optimizat

Description

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. 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.

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