Comprehensive Metaheuristics

Algorithms and Applications

468 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Academic Press
• ISBN: 9780323917810
• Sprache: Englisch
• Erscheinungsdatum: 31.01.2023
• Größe: 235 x 191 mm
• Verlag: Elsevier Inc
• Herausgegeben von: S Ali Mirjalili, Amir Hossein Gandomi