Soft Computing: Integrating Evolutionary, Neural, and Fuzzy Systems (Paperback)
暫譯: 軟計算:整合進化、神經與模糊系統
Andrea Tettamanzi, Marco Tomassini
- 出版商: Springer
- 出版日期: 2010-12-09
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 328
- 裝訂: Paperback
- ISBN: 3642075835
- ISBN-13: 9783642075834
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商品描述
Soft computing encompasses various computational methodologies, which, unlike conventional algorithms, are tolerant of imprecision, uncertainty, and partial truth. Soft computing technologies offer adaptability as a characteristic feature and thus permit the tracking of a problem through a changing environment. Besides some recent developments in areas like rough sets and probabilistic networks, fuzzy logic, evolutionary algorithms, and artificial neural networks are core ingredients of soft computing, which are all bio-inspired and can easily be combined synergetically.
This book presents a well-balanced integration of fuzzy logic, evolutionary computing, and neural information processing. The three constituents are introduced to the reader systematically and brought together in differentiated combinations step by step. The text was developed from courses given by the authors and offers numerous illustrations as
This book presents a well-balanced integration of fuzzy logic, evolutionary computing, and neural information processing. The three constituents are introduced to the reader systematically and brought together in differentiated combinations step by step. The text was developed from courses given by the authors and offers numerous illustrations as
商品描述(中文翻譯)
軟計算涵蓋了各種計算方法,與傳統算法不同的是,它們對不精確性、不確定性和部分真理具有容忍度。軟計算技術提供了適應性作為其特徵,因此允許在變化的環境中追蹤問題。除了在粗集和概率網絡等領域的一些最新發展外,模糊邏輯、進化算法和人工神經網絡是軟計算的核心成分,這些技術均受到生物啟發,並且可以輕易地進行協同組合。
本書呈現了模糊邏輯、進化計算和神經信息處理的良好平衡整合。這三個組成部分系統性地介紹給讀者,並逐步以不同的組合方式結合在一起。該文本是基於作者所授課程發展而成,並提供了大量的插圖。