Name: Intelligent Optimization Algorithm (en Inglés)
SKU: 69225182
Price: 2110.54 MXN
Availability: InStock
Author: Shi Cheng;Chaomin Luo;Shangce Gao
ISBN: 9783725888399

portada Intelligent Optimization Algorithm (en Inglés)

Intelligent Optimization Algorithm (en Inglés)

Formato

Libro Físico

Editorial

MDPI AG

Autor

Shi Cheng;Chaomin Luo;Shangce Gao

Idioma

Inglés

N° páginas

332

ISBN13

9783725888399

Intelligent Optimization Algorithm (en Inglés)

Shi Cheng;Chaomin Luo;Shangce Gao (Autor) · MDPI AG · Libro Físico

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Reseña del libro "Intelligent Optimization Algorithm (en Inglés)"

Intelligent optimization algorithms (IOAs) are a branch of artificial intelligence that emphasizes developing and applying data-driven methods to solve complex search, learning, and simulation problems. Many real-world applications for complex industrial engineering or design problems could be modeled as searching, learning, and simulation problems. Given their learning ability, IOAs are emerging approaches that utilize advanced computational power, metaheuristic algorithms, and massive data processing techniques. These approaches have been actively investigated and applied to many real-world applications, such as scheduling and logistics operations.IOAs, inspired by biological or social phenomena, encompass a range of search and optimization techniques. They include bio-inspired intelligent algorithms, evolutionary computation methods, and swarm intelligence. With these methods, optimization problems, which can be formulated in any form, do not need to be expressed as continuous, differentiable functions. The only requirement for representing optimization problems is to evaluate each individual by its fitness value. Therefore, IOAs are used to solve more general optimization problems, especially those that are difficult to solve with traditional hill-climbing algorithms. Read more