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Nature-Inspired Methods for Metaheuristics Optimization


Menge:  Stück  
Produktinformationen
cover
cover
Artikel-Nr.:
     5667A-9783030264604
Hersteller:
     Springer Verlag
Herst.-Nr.:
     9783030264604
EAN/GTIN:
     9783030264604
Suchbegriffe:
Mathematik-Bücher
Mathematikbücher - englischsprachig
mathematikbücher - englischsprachig
This book gathers together a set of chapters covering recent development in optimization methods that are inspired by nature. The first group of chapters describes in detail different meta-heuristic algorithms, and shows their applicability using some test or real-world problems. The second part of the book is especially focused on advanced applications and case studies. They span different engineering fields, including mechanical, electrical and civil engineering, and earth/environmental science, and covers topics such as robotics, water management, process optimization, among others. The book covers both basic concepts and advanced issues, offering a timely introduction to nature-inspired optimization method for newcomers and students, and a source of inspiration as well as important practical insights to engineers and researchers.
Weitere Informationen:
Author:
Fouad Bennis; Rajib Kumar Bhattacharjya
Verlag:
Springer International Publishing
Sprache:
eng
Weitere Suchbegriffe: Ant Colony Optimization, Analytical Hierarchical Process, Biogeography Based Optimization, Corridor Allocation Problems, Design of irrigation canals, Evolutionary algorithms, Flower pollination optimization, Facility layout problems, Genetic Algorithms, Harmony Search, Interactive genetic algorithms
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