Multiobjective Evolutionary Algorithms and Applications

Multiobjective Evolutionary Algorithms and Applications

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Jan 1, 2012 · Inglês · Capa dura (306 páginas)
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Detalhes do Livro

Formato Capa dura
Páginas 306
Idioma Inglês
Publicado Jan 1, 2012
Editora Springer
Edição 2005
ISBN-10 1852338369
ISBN-13 9781852338367

Descrição

This publication delves into the intriguing world of multiobjective evolutionary algorithms, offering a thorough examination of their design and implementation. The author meticulously breaks down the core concepts, presenting a clear understanding of the algorithms' mechanics and their application in real-world scenarios. Throughout the text, readers will discover the various strategies employed to tackle complex optimization problems that have multiple objectives, enhancing their ability to make informed decisions.

As the narrative unfolds, it becomes evident that the book not only focuses on the theoretical framework but also emphasizes practical applications. Numerous case studies and examples illustrate how these algorithms can be harnessed across diverse fields, from engineering to economics. This makes the content relatable and applicable for both researchers and practitioners eager to explore the potential of evolutionary computation in their respective domains.

Readers are invited to engage with the challenges presented by multiobjective optimization, sparking their interest and encouraging analytical thinking. The author also addresses recent advancements in the field, ensuring that the content remains current and relevant in an ever-evolving discipline.

Overall, the publication serves as an invaluable resource for anyone interested in the intersection of algorithms and real-world problem-solving, providing a solid foundation for understanding and applying multiobjective evolutionary algorithms effectively.

Gêneros

Ciência e Tecnologia

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