The Digital and the Real World: Computational Foundations of Mathematics, Science, Technology, and Philosophy
暫譯: 數位與現實世界:數學、科學、技術與哲學的計算基礎

Klaus Mainzer

  • 出版商: World Scientific Pub
  • 出版日期: 2018-01-20
  • 售價: $6,720
  • 貴賓價: 9.5$6,384
  • 語言: 英文
  • 頁數: 472
  • 裝訂: Hardcover
  • ISBN: 9813225483
  • ISBN-13: 9789813225480
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

In the 21st century, digitalization is a global challenge of mankind. Even for the public, it is obvious that our world is increasingly dominated by powerful algorithms and big data. But, how computable is our world? Some people believe that successful problem solving in science, technology, and economies only depends on fast algorithms and data mining. Chances and risks are often not understood, because the foundations of algorithms and information systems are not studied rigorously. Actually, they are deeply rooted in logics, mathematics, computer science and philosophy.

Therefore, this book studies the foundations of mathematics, computer science, and philosophy, in order to guarantee security and reliability of the knowledge by constructive proofs, proof mining and program extraction. We start with the basics of computability theory, proof theory, and information theory. In a second step, we introduce new concepts of information and computing systems, in order to overcome the gap between the digital world of logical programming and the analog world of real computing in mathematics and science. The book also considers consequences for digital and analog physics, computational neuroscience, financial mathematics, and the Internet of Things (IoT).

Readership: Undergraduate and graduate students, scientists and readers who are interested in foundational, interdisciplinary, and philosophical questions of mathematics, computer science, and science in general.

商品描述(中文翻譯)

在21世紀,數位化是人類面臨的全球挑戰。即使對於大眾來說,我們的世界越來越受到強大演算法和大數據的主導已經是顯而易見的。但是,我們的世界有多可計算呢?有些人認為,在科學、技術和經濟中成功解決問題僅依賴於快速的演算法和資料挖掘。機會和風險往往不被理解,因為演算法和資訊系統的基礎並未被嚴謹地研究。事實上,它們深深根植於邏輯、數學、計算機科學和哲學之中。

因此,本書研究數學、計算機科學和哲學的基礎,以透過建構性證明、證明挖掘和程式提取來保證知識的安全性和可靠性。我們從可計算性理論、證明理論和資訊理論的基本概念開始。在第二步中,我們引入資訊和計算系統的新概念,以克服邏輯程式的數位世界與數學和科學中真實計算的類比世界之間的鴻溝。本書還考慮了對數位和類比物理學、計算神經科學、金融數學以及物聯網(IoT)的影響。

讀者對象:本科生和研究生、科學家以及對數學、計算機科學和科學的一般基礎性、跨學科和哲學問題感興趣的讀者。