Evolutionary Large-Scale Multi-Objective Optimization and Applications (Hardcover)

Idioma: inglés

Editorial: John Wiley & Sons Inc, New York, 2024

1394178417 / 9781394178414

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Hardcover. Tackle the most challenging problems in science and engineering with these cutting-edge algorithms Multi-objective optimization problems (MOPs) are those in which more than one objective needs to be optimized simultaneously. As a ubiquitous component of research and engineering projects, these problems are notoriously challenging. In recent years, evolutionary algorithms (EAs) have shown significant promise in their ability to solve MOPs, but challenges remain at the level of large-scale multi-objective optimization problems (LSMOPs), where the number of variables increases and the optimized solution is correspondingly harder to reach. Evolutionary Large-Scale Multi-Objective Optimization and Applications constitutes a systematic overview of EAs and their capacity to tackle LSMOPs. It offers an introduction to both the problem class and the algorithms before delving into some of the cutting-edge algorithms which have been specifically adapted to solving LSMOPs. Deeply engaged with specific applications and alert to the latest developments in the field, its a must-read for students and researchers facing these famously complex but crucial optimization problems. The books readers will also find: Analysis of multi-optimization problems in fields such as machine learning, network science, vehicle routing, and more Discussion of benchmark problems and performance indicators for LSMOPs Presentation of a new taxonomy of algorithms in the field Evolutionary Large-Scale Multi-Objective Optimization and Applications is ideal for advanced students, researchers, and scientists and engineers facing complex optimization problems. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.

N° de ref. del artículo 9781394178414

Título
Evolutionary Large-Scale Multi-Objective Optimization and Applications (Hardcover)
Autor
Xingyi Zhang
Editorial
John Wiley & Sons Inc, New York
Año de publicación
2024
Estado
new
Encuadernación
Hardcover
Idioma
inglés
ISBN 10
1394178417
ISBN 13
9781394178414

CitiRetail

Stevenage, Reino Unido

Vendedor de 5 estrellas

Vendedor de AbeBooks desde 29 de junio de 2022

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