Metasynthetic Computing and Engineering of Complex Systems (Advanced Information and Knowledge Processing)
暫譯: 元合成計算與複雜系統工程(高級資訊與知識處理)

Longbing Cao

  • 出版商: Springer
  • 出版日期: 2015-06-10
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 348
  • 裝訂: Hardcover
  • ISBN: 1447165500
  • ISBN-13: 9781447165507
  • 海外代購書籍(需單獨結帳)

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商品描述

Provides a comprehensive overview and introduction to the concepts, methodologies, analysis, design and applications of metasynthetic computing and engineering. The author: • Presents an overview of complex systems, especially open complex giant systems such as the Internet, complex behavioural and social problems, and actionable knowledge discovery and delivery in the big data era. • Discusses ubiquitous intelligence in complex systems, including human intelligence, domain intelligence, social intelligence, network intelligence, data intelligence and machine intelligence, and their synergy through metasynthetic engineering. • Explains the concept and methodology of human-centred, human-machine-cooperated qualitative-to-quantitative metasynthesis for understanding and managing open complex giant systems, and its computing approach: metasynthetic computing. • Introduces techniques and tools for analysing and designing problem-solving systems for open complex problems and systems. Metasynthetic Computing and Engineering uses the systematology methodology in addressing system complexities in open complex giant systems, for which it may not only be effective to apply reductionism or holism. The book aims to encourage and inspire discussions, design, implementation and reflection of effective methodologies and tools for computing and engineering open complex systems and problems. Researchers, research students and practitioners in complex systems, artificial intelligence, data science, computer science, and even system science, cognitive science, behaviour science, and social science, will find this book invaluable.

商品描述(中文翻譯)

提供了對元合成計算和工程的概念、方法論、分析、設計和應用的全面概述和介紹。作者:• 概述了複雜系統,特別是開放複雜巨系統,如互聯網、複雜的行為和社會問題,以及在大數據時代的可行知識發現和傳遞。• 討論了複雜系統中的無處不在的智慧,包括人類智慧、領域智慧、社會智慧、網絡智慧、數據智慧和機器智慧,以及它們通過元合成工程的協同作用。• 解釋了以人為中心的人機協作的定性到定量的元合成概念和方法論,以理解和管理開放複雜巨系統,及其計算方法:元合成計算。• 介紹了分析和設計解決開放複雜問題和系統的問題解決系統的技術和工具。《元合成計算與工程》使用系統學方法論來解決開放複雜巨系統中的系統複雜性,對於這些系統,僅僅應用還原論或整體論可能並不有效。本書旨在鼓勵和啟發對於計算和工程開放複雜系統和問題的有效方法論和工具的討論、設計、實施和反思。複雜系統、人工智慧、數據科學、計算機科學,甚至系統科學、認知科學、行為科學和社會科學的研究者、研究生和從業者將會發現本書是無價的。