Nature-Inspired Methods for Metaheuristics Optimization: Algorithms and Applications in Science and Engineering
- ISBN-10
- 3030264580
- ISBN-13
- 9783030264581
- Category
- Business & Economics
- Pages
- 502
- Language
- English
- Published
- 2020-01-17
- Publisher
- Springer Nature
- Authors
- Fouad Bennis, Rajib Kumar Bhattacharjya
Description
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.
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