Self-Adaptive Systems for Machine Intelligence (Hardcover)
暫譯: 自適應系統與機器智慧 (精裝版)
Haibo He
- 出版商: Wiley
- 出版日期: 2011-08-09
- 售價: $3,810
- 貴賓價: 9.5 折 $3,620
- 語言: 英文
- 頁數: 248
- 裝訂: Hardcover
- ISBN: 0470343966
- ISBN-13: 9780470343968
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相關主題
商品描述
This book will advance the understanding and application of self-adaptive intelligent systems; therefore it will potentially benefit the long-term goal of replicating certain levels of brain-like intelligence in complex and networked engineering systems. It will provide new approaches for adaptive systems within uncertain environments. This will provide an opportunity to evaluate the strengths and weaknesses of the current state-of-the-art of knowledge, give rise to new research directions, and educate future professionals in this domain.
Self-adaptive intelligent systems have wide applications from military security systems to civilian daily life. In this book, different application problems, including pattern recognition, classification, image recovery, and sequence learning, will be presented to show the capability of the proposed systems in learning, memory, and prediction. Therefore, this book will also provide potential new solutions to many real-world applications.
商品描述(中文翻譯)
本書將促進自適應智能系統的理解與應用,因此有潛力有助於在複雜和網絡化的工程系統中複製某些層次的類腦智能的長期目標。它將為不確定環境中的自適應系統提供新的方法。這將提供評估當前最先進知識的優缺點的機會,產生新的研究方向,並教育未來在此領域的專業人才。
自適應智能系統在從軍事安全系統到民用日常生活中有廣泛的應用。在本書中,將介紹不同的應用問題,包括模式識別、分類、圖像恢復和序列學習,以展示所提系統在學習、記憶和預測方面的能力。因此,本書還將為許多現實世界的應用提供潛在的新解決方案。