Differential Evolution (A Handbook for Global Permutation-Based Combinatorial Optimization)

Differential Evolution (A Handbook for Global Permutation-Based Combinatorial Optimization)

Godfrey C Onwubolu , Donald Davendra
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Apr 30, 2017 · Inglés · Tapa blanda (230 páginas)
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Detalles del libro

Formato Tapa blanda
Páginas 230
Idioma Inglés
Publicado Apr 30, 2017
Editorial Springer
Edición Softcover reprint of the original 1st ed. 2009
ISBN-10 3662518929
ISBN-13 9783662518922

Descripción

In an era where optimization problems are increasingly complex, this comprehensive handbook emerges as a vital resource for those seeking to master differential evolution. Authored by Godfrey C. Onwubolu, it provides an in-depth exploration of both theoretical principles and practical applications, making it indispensable for researchers and practitioners alike.

Drawing from a rich background in computational intelligence, the text delves into permutation-based combinatorial optimization, offering strategies that are tailored to address the nuances of these challenging problems. Onwubolu's clear explanations guide readers through advanced techniques, enabling them to implement differential evolution methods effectively across various scenarios.

The handbook is structured to facilitate learning, with a logical progression from foundational concepts to intricate algorithms. Rich in examples, it illustrates how differential evolution can be employed to achieve optimal solutions, ensuring readers can translate knowledge into action.

Ultimately, this work serves as a bridge between theory and practice, empowering individuals to tackle real-world challenges in optimization with confidence and skill.
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