Soft Computing Techniques in Engineering Applications (Studies in Computational Intelligence)
暫譯: 工程應用中的軟計算技術(計算智慧研究)

  • 出版商: Springer
  • 出版日期: 2014-03-10
  • 售價: $4,510
  • 貴賓價: 9.5$4,285
  • 語言: 英文
  • 頁數: 206
  • 裝訂: Hardcover
  • ISBN: 3319046926
  • ISBN-13: 9783319046921
  • 海外代購書籍(需單獨結帳)

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商品描述

The Soft Computing techniques, which are based on the information processing of biological systems are now massively used in the area of pattern recognition, making prediction & planning, as well as acting on the environment. Ideally speaking, soft computing is not a subject of homogeneous concepts and techniques; rather, it is an amalgamation of distinct methods that confirms to its guiding principle. At present, the main aim of soft computing is to exploit the tolerance for imprecision and uncertainty to achieve tractability, robustness and low solutions cost. The principal constituents of soft computing techniques are probabilistic reasoning, fuzzy logic, neuro-computing, genetic algorithms, belief networks, chaotic systems, as well as learning theory. This book covers contributions from various authors to demonstrate the use of soft computing techniques in various applications of engineering.

商品描述(中文翻譯)

軟計算技術基於生物系統的信息處理,現在廣泛應用於模式識別、預測與規劃,以及對環境的行動。理想來說,軟計算並不是一個同質概念和技術的主題;相反,它是一種不同方法的融合,符合其指導原則。目前,軟計算的主要目標是利用對不精確性和不確定性的容忍,以實現可處理性、穩健性和低解決方案成本。軟計算技術的主要組成部分包括概率推理、模糊邏輯、神經計算、遺傳算法、信念網絡、混沌系統以及學習理論。本書涵蓋了來自不同作者的貢獻,以展示軟計算技術在各種工程應用中的使用。

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