Cover of Comprehensive Metaheuristics: Algorithms and Applications by Mirjalili, S Ali, Gandomi, Amir Hossein, ISBN 9780323917810
Algorithms

Comprehensive Metaheuristics: Algorithms and Applications

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Paperback Β· ISBN 9780323917810

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Key Specifications

ISBN 9780323917810
Publisher Academic Press
Publication date January 2023
Language English
MRP Β£155.00 GBP
Page count 468
Item weight 176 g

Comprehensive Metaheuristics: Algorithms and Applications presents the foundational underpinnings of metaheuristics and a broad scope of algorithms and real-world applications across a variety of research fields. The book starts with fundamentals, mathematical prerequisites, and conceptual approaches to provide readers with a solid foundation. After presenting multi-objective optimization, constrained optimization, and problem formation for metaheuristics, world-renowned authors give readers in-depth understanding of the full spectrum of algorithms and techniques. Scientists, researchers, academicians, and practitioners who are interested in optimizing a process or procedure to achieve a goal will benefit from the case studies of real-world applications from different domains.

The book takes a much-needed holistic approach, putting the most widely used metaheuristic algorithms together with an in-depth treatise on multi-disciplinary applications of metaheuristics. Each algorithm is thoroughly analyzed to observe its behavior, providing a detailed tutorial on how to solve problems using metaheuristics. New case studies and research problem statements are also discussed, which will help researchers in their application of the concepts.