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An Introduction to Metaheuristics for Optimization

Name: An Introduction to Metaheuristics for Optimization
Brand: Springer, Berlin
SKU: 9789819562152
Price: 350.67 RON
Availability: InStock

Autor: Bastien Chopard, Marco Tomassini

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Legare: Copertă tare

Editura: Springer, Berlin

Disponibilitate: În depozitul extern

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This book proposes an introduction to metaheuristics, combining a theoretical understanding with the...

Informații despre carte

Autor

Bastien Chopard, Marco Tomassini

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2026

Pagini

252

EAN

9789819562152

Enbook ID

50047956

Editura

Springer, Berlin

Greutate

596

Dimensiuni

155 x 235

Descriere completă

This book proposes an introduction to metaheuristics, combining a theoretical understanding with the practical skill to use and develop these methods. Optimization is central to most domains of science, whether academic or industrial. The solution to many real life problems rely on our ability to find the maximum or minimum of some quantity of interest. However, many of these problems are referred to as hard optimization problems, meaning that they quickly become numerically intractable and cannot be solved by traditional optimization techniques. Metaheuristics are methods, inspired by physical processes, Darwinian evolution, animal behaviors, and other phenomena observed in Nature, which usually find optimal values of satisfactory quality within acceptable computing resources. As such, they are an essential tool for the optimization community.

This textbook is suitable for advanced undergraduates in computer science and engineering, as well as for students and researchers from other disciplines looking for a concise and clear introduction to metaheuristic methods for optimization.

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An Introduction to Metaheuristics for Optimization

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