Comprehensive Metaheuristics: Algorithms and Applications

Seyedali Mirjalili, Amir H. Gandomi

Research output: Book/ReportBookpeer-review

2 Citations (Scopus)

Abstract

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.

Original languageEnglish
PublisherElsevier
Number of pages446
ISBN (Electronic)9780323917810
ISBN (Print)9780323972673
DOIs
Publication statusPublished - 1 Jan 2023

Fingerprint

Dive into the research topics of 'Comprehensive Metaheuristics: Algorithms and Applications'. Together they form a unique fingerprint.

Cite this