Mathematical Aspects of Logic Programming Semantics (Chapman & Hall/CRC Studies in Informatics Series)
暫譯: 邏輯程式語義的數學面向(Chapman & Hall/CRC 資訊學研究系列)

Pascal Hitzler, Anthony Seda

  • 出版商: CRC
  • 出版日期: 2017-06-14
  • 售價: $3,520
  • 貴賓價: 9.5$3,344
  • 語言: 英文
  • 頁數: 304
  • 裝訂: Paperback
  • ISBN: 1138114227
  • ISBN-13: 9781138114227
  • 海外代購書籍(需單獨結帳)

商品描述

Covering the authors’ own state-of-the-art research results, Mathematical Aspects of Logic Programming Semantics presents a rigorous, modern account of the mathematical methods and tools required for the semantic analysis of logic programs. It significantly extends the tools and methods from traditional order theory to include nonconventional methods from mathematical analysis that depend on topology, domain theory, generalized distance functions, and associated fixed-point theory.

The book covers topics spanning the period from the early days of logic programming to current times. It discusses applications to computational logic and potential applications to the integration of models of computation, knowledge representation and reasoning, and the Semantic Web. The authors develop well-known and important semantics in logic programming from a unified point of view using both order theory and new, nontraditional methods. They closely examine the interrelationships between various semantics as well as the integration of logic programming and connectionist systems/neural networks.

For readers interested in the interface between mathematics and computer science, this book offers a detailed development of the mathematical techniques necessary for studying the semantics of logic programs. It illustrates the main semantics of logic programs and applies the methods in the context of neural-symbolic integration.

商品描述(中文翻譯)

涵蓋作者自身的尖端研究成果,《邏輯程式語義的數學面向》提供了一個嚴謹且現代的說明,介紹了進行邏輯程式語義分析所需的數學方法和工具。它顯著擴展了傳統序理論中的工具和方法,納入了依賴於拓撲學、範疇理論、廣義距離函數及相關不動點理論的非常規數學分析方法。

本書涵蓋的主題跨越了邏輯程式語言的早期階段到當前時期。它討論了計算邏輯的應用以及對計算模型、知識表示與推理及語義網整合的潛在應用。作者從統一的角度,使用序理論和新的非傳統方法,發展了邏輯程式語言中著名且重要的語義。他們仔細檢視了各種語義之間的相互關係,以及邏輯程式語言與連結主義系統/神經網絡的整合。

對於對數學與計算機科學交界感興趣的讀者,本書提供了詳細的數學技術發展,這些技術對於研究邏輯程式的語義是必要的。它說明了邏輯程式的主要語義,並在神經-符號整合的背景下應用這些方法。