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.
Author: Seyedali Mirjalili
Publisher: Academic Press
Published: 02/02/2023
Pages: 466
Binding Type: Paperback
Weight: 1.76lbs
Size: 9.25h x 7.50w x 0.94d
ISBN13: 9780323917810
ISBN10: 032391781X
BISAC Categories:
- Computers | Information Theory
- Computers | Programming | Algorithms
- Mathematics | Discrete Mathematics
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