Mohlo by se vám také líbit

Více informací o knize Comprehensive Metaheuristics

• Parametry knihy
• Anotace
• Oblíbené z jiného soudku

Nákupem získáte 657 bodů

Anotace knihy

Metaheuristics are general-purpose problem-solving Artificial Intelligence techniques that can be used to solve any sort of optimization problems subject to proper configuration. Comprehensive Metaheuristics: Algorithms and Applications presents the foundational underpinnings of Metaheuristics and the broad scope of algorithms and real-world applications across a variety of research fields. The book starts with fundamentals, mathematical pre-requisites and conceptual approaches in order to provide readers with a solid foundation of understanding. 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 in the first section of the book. Algorithms and techniques covered in Part 1 include Genetic Algorithm, Particle Swarm Optimization, Krill Herd Algorithm, Cuckoo Search Algorithm, Bat Algorithm, Grey Wolf Optimizer, Salp Swarm Optimizer, Dragonfly Algorithm, Grasshopper Optimization Algorithm, Whale Optimization Algorithm, Equilibrium Optimizer, Marine Predator Algorithm, Arithmetic Optimization Algorithm, and Differential Evolution. 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 depicted in Part 2 of the book. Comprehensive Metaheuristics: Algorithms and Applications 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 will also be discussed, which will help researchers in their application of the concepts, algorithms, and techniques of Metaheuristics. World-renowned researchers and practitioners in Metaheuristics present techniques, algorithms, and applications based on real-world case studies Presents methodology for formulating optimization problems for Metaheuristics Readers will be able to analyze and tune the performance of a Metaheuristic, and will be able to integrate Metaheuristics in other AI techniques All source code from the applications and algorithms is available online

Parametry knihy

Zařazení knihy Knihy v angličtině Medicine Nursing & ancillary services Biomedical engineering

• Plný název: Comprehensive Metaheuristics
• Podnázev: Algorithms and Applications
• Autor: Seyedali Mirjalili, Amir Hossein Gandomi
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 500
• EAN: 9780323917810
• ID: 39249197
• Nakladatelství: Elsevier Science & Technology
• Rozměry: 235 × 191 mm
• Datum vydání: 01. January 2023

---

---

---