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portada Comprehensive Metaheuristics: Algorithms and Applications
Type
Physical Book
Publisher
Author
Language
English
Pages
466
Format
Paperback
ISBN13
9780323917810
Edition No.
1

Comprehensive Metaheuristics: Algorithms and Applications

Mirjalili Seyedali,Gandomi Amir Hossein (Author) · Academic Press · Paperback

Comprehensive Metaheuristics: Algorithms and Applications - Mirjalili Seyedali,Gandomi Amir Hossein

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Synopsis "Comprehensive Metaheuristics: Algorithms and Applications"

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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