Algebraic Formalization of Smart Systems: Theory and Practice
暫譯: 智慧系統的代數形式化:理論與實踐

Serdyukova, Natalia, Serdyukov, Vladimir

  • 出版商: Springer
  • 出版日期: 2019-01-24
  • 售價: $4,600
  • 貴賓價: 9.5$4,370
  • 語言: 英文
  • 頁數: 189
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030083586
  • ISBN-13: 9783030083588
  • 海外代購書籍(需單獨結帳)

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商品描述

This book reveals the general laws of the theory of smart systems with the help of a very powerful and expressive language of algebraic formalization. It also shows how this language can be used to substantiate practical results in the field of smart systems, which previously had only an empirical justification. Further, it proposes a translation of the theory of smart systems from verbal language to a much more expressive language of algebraic formalization, allowing the laws of the theory of smart systems to be seen in a different light.

In 1937 L. Bertalanffy proposed the concept of an algebraic system and the development of a mathematical apparatus for describing systems. In the 1970s, A.I. Mal'tsev developed a theory of algebraic systems connecting algebra and logic for studying algebraic and logical objects. In the 1990s, the concept of purities by predicates was introduced by one of the authors, and the book includes some of its applications. The concept, which is based on the theory of algebraic systems, allows clarification of the connections between quantitative and qualitative analysis of a system.

The book is intended for readers who use elements of artificial intelligence in their work.

商品描述(中文翻譯)

本書揭示了智能系統理論的一般法則,並藉助一種非常強大且表達力豐富的代數形式化語言。它還展示了如何利用這種語言來證實智能系統領域中的實際結果,這些結果之前僅有經驗上的證明。此外,本書提出了一種將智能系統理論從口頭語言翻譯為更具表達力的代數形式化語言的方法,使得智能系統理論的法則能以不同的視角來看待。

在1937年,L. Bertalanffy 提出了代數系統的概念以及描述系統的數學工具的發展。在1970年代,A.I. Mal'tsev 發展了一種將代數與邏輯相連結的代數系統理論,以研究代數和邏輯對象。在1990年代,其中一位作者引入了由謂詞所定義的純度概念,並在本書中包含了一些其應用。這一基於代數系統理論的概念,能夠澄清系統的定量與定性分析之間的關聯。

本書適合在工作中使用人工智慧元素的讀者。