Comprehensive Metaheuristics: Algorithms and Applications

Comprehensive Metaheuristics: Algorithms and Applications 1st Edition
by S Ali Mirjalili (Editor), Amir Hossein Gandomi (Editor)
Publisher Finelybook 出版社:Academic Press; 1st edition (February 16, 2023)
Language 语言:English
pages 页数:466 pages
ISBN-10 书号:032391781X
ISBN-13 书号:9780323917810

Book Description
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.

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