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.

Product details

• Authors: S Ali (Senior lecturer Mirjalili, Seyedali (Center for Artificial Intelli Mirjalili, Seyedali (Senior Lecturer Mirjalili, Seyedali Ali (Senior Lecturer Mirjalili
• Assisted by: Amir Hossein Gandomi (Editor), Amir Hossein (The University of Akron Gandomi (Editor), Amir Hossein (University of Technology Sydney) Gandomi (Editor), Gandomi Amir Hossein (Editor), Ali Mirjalili (Editor), S Ali (Senior lecturer Mirjalili (Editor), S. Ali Mirjalili (Editor), Seyedali Mirjalili (Editor), Seyedali (Center for Artificial Intelligence Research and Optimization Mirjalili (Editor), Seyedali (Senior Lecturer Mirjalili (Editor)
• Publisher: ELSEVIER SCIENCE BV
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2023
• EAN: 9780323917810
• ISBN: 978-0-323-91781-0
• Dimensions: 194 mm x 235 mm x 22 mm
• Series: Print on Demand
• Subjects: Education and learning > Teaching preparation > Vocational needs; COMPUTERS / Information Theory, SCIENCE / Biotechnology, MATHEMATICS / Discrete Mathematics, COMPUTERS / Programming / Algorithms, TECHNOLOGY & ENGINEERING / Biomedical, biotechnology, algorithms and data structures, Discrete Mathematics, Algorithms & data structures, Biomedical engineering, Biomedical engineering / Medical engineering