Recent Advances in Simulated Evolution and Learning

Recent Advances in Simulated Evolution and Learning

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Aug 27, 2004 · 英語 · 精裝書 (832 頁數)
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格式 精裝書
頁數 832
語言 英語
已出版 Aug 27, 2004
出版商 World Scientific Pub Co Inc
ISBN-10 9812389520
ISBN-13 9789812389527

描述

In the exploration of simulated evolution and learning, K. C. Tan unravels the intricate connections between Darwinian principles and modern computational techniques. Drawing inspiration from the mechanisms of natural selection and adaptation, the work delves into how these concepts influence advancements in algorithms and artificial intelligence.

The narrative guides the reader through the latest breakthroughs in the field, offering insights into how evolutionary frameworks can inform computational methodologies. Each chapter reveals the profound implications of applying biological principles to solve complex computational problems. Tan emphasizes the significance of efficiency and adaptation, mirroring nature's own processes.

Moreover, the work showcases varied applications of simulated evolution across numerous disciplines, from robotics to optimization. By illustrating real-world scenarios where these techniques thrive, it fosters a deeper understanding of the potential they hold.

Ultimately, Tan invites readers to appreciate the synergy between biology and computation, sparking curiosity about the future trajectory of learning and evolution in artificial systems.

類型

科學與技術

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