Metaheuristic Optimization Algorithms

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ISBN: 9780443139253
Published: 2024
Publisher: Morgan Kaufmann
Language: English
Format: Paperback / softback
Format: 9.25×7.5

Description

<i>Metaheuristic Optimization Algorithms: Optimizers, Analysis, and Applications</i> presents the most recent optimization algorithms and their applications across a wide range of scientific and engineering research fields. The book provides readers with a comprehensive overview of eighteen optimization algorithms to address this complex data, including Particle Swarm Optimization Algorithm, Arithmetic Optimization Algorithm, Whale Optimization Algorithm, and Marine Predators Algorithm, along with new and emerging methods such as Aquila Optimizer, Quantum Approximate Optimization Algorithm, Manta-Ray Foraging Optimization Algorithm, and Gradient Based Optimizer, among others. Each chapter includes an introduction to the modeling concepts used to create the algorithm that is followed by the mathematical and procedural structure of the algorithm, associated pseudocode, and real-world case studies.

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