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Comprehensive Metaheuristics
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ISBN: 9780323917810
Published: 2023
Publisher: Academic Press
Language: English
Format: Paperback / softback
Format: 9.25×7.5
Published: 2023
Publisher: Academic Press
Language: English
Format: Paperback / softback
Format: 9.25×7.5
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Description
<p><i>Comprehensive Metaheuristics: Algorithms and Applications</i> 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.</p> <p>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.</p>
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