图书标签: 人工智能
发表于2024-11-11
Evolutionary Computation pdf epub mobi txt 电子书 下载 2024
This Third Edition provides the latest tools and techniques that enable computers to learn
The Third Edition of this internationally acclaimed publication provides the latest theory and techniques for using simulated evolution to achieve machine intelligence. As a leading advocate for evolutionary computation, the author has successfully challenged the traditional notion of artificial intelligence, which essentially programs human knowledge fact by fact, but does not have the capacity to learn or adapt as evolutionary computation does.
Readers gain an understanding of the history of evolutionary computation, which provides a foundation for the author's thorough presentation of the latest theories shaping current research. Balancing theory with practice, the author provides readers with the skills they need to apply evolutionary algorithms that can solve many of today's intransigent problems by adapting to new challenges and learning from experience. Several examples are provided that demonstrate how these evolutionary algorithms learn to solve problems. In particular, the author provides a detailed example of how an algorithm is used to evolve strategies for playing chess and checkers.
As readers progress through the publication, they gain an increasing appreciation and understanding of the relationship between learning and intelligence. Readers familiar with the previous editions will discover much new and revised material that brings the publication thoroughly up to date with the latest research, including the latest theories and empirical properties of evolutionary computation.
The Third Edition also features new knowledge-building aids. Readers will find a host of new and revised examples. New questions at the end of each chapter enable readers to test their knowledge. Intriguing assignments that prepare readers to manage challenges in industry and research have been added to the end of each chapter as well.
This is a must-have reference for professionals in computer and electrical engineering; it provides them with the very latest techniques and applications in machine intelligence. With its question sets and assignments, the publication is also recommended as a graduate-level textbook.
很少见的进化计算综述书。很难说完美,起码引用标注给我的阅读造成一点点困难。未来进化计算或许是平衡符号主义与连接主义的钥匙,我的胡思乱想……
评分很少见的进化计算综述书。很难说完美,起码引用标注给我的阅读造成一点点困难。未来进化计算或许是平衡符号主义与连接主义的钥匙,我的胡思乱想……
评分很少见的进化计算综述书。很难说完美,起码引用标注给我的阅读造成一点点困难。未来进化计算或许是平衡符号主义与连接主义的钥匙,我的胡思乱想……
评分很少见的进化计算综述书。很难说完美,起码引用标注给我的阅读造成一点点困难。未来进化计算或许是平衡符号主义与连接主义的钥匙,我的胡思乱想……
评分很少见的进化计算综述书。很难说完美,起码引用标注给我的阅读造成一点点困难。未来进化计算或许是平衡符号主义与连接主义的钥匙,我的胡思乱想……
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Evolutionary Computation pdf epub mobi txt 电子书 下载 2024