Multiobjective Evolutionary Algorithms and Applications

Multiobjective Evolutionary Algorithms and Applications

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Jan 1, 2012 · 英语 · 精装书 (306 页数)
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书籍详情

格式 精装书
页数 306
语言 英语
已发布 Jan 1, 2012
出版商 Springer
版本 2005
ISBN-10 1852338369
ISBN-13 9781852338367

描述

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.

类型

科学与技术

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