Rational Decisions (Paperback)
暫譯: 理性決策(平裝本)

Ken Binmore

  • 出版商: Princeton University
  • 出版日期: 2011-03-14
  • 售價: $850
  • 貴賓價: 9.8$833
  • 語言: 英文
  • 頁數: 216
  • 裝訂: Paperback
  • ISBN: 0691149895
  • ISBN-13: 9780691149899
  • 無法訂購

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商品描述

It is widely held that Bayesian decision theory is the final word on how a rational person should make decisions. However, Leonard Savage - the inventor of Bayesian decision theory - argued that it would be ridiculous to use his theory outside the kind of small world in which it is always possible to 'look before you leap.' If taken seriously, this view makes Bayesian decision theory inappropriate for the large worlds of scientific discovery and macroeconomic enterprise. When is it correct to use Bayesian decision theory - and when does it need to be modified? Using a minimum of mathematics, "Rational Decisions" clearly explains the foundations of Bayesian decision theory and shows why Savage restricted the theory's application to small worlds. The book is a wide-ranging exploration of standard theories of choice and belief under risk and uncertainty. Ken Binmore discusses the various philosophical attitudes related to the nature of probability and offers resolutions to paradoxes believed to hinder further progress. In arguing that the Bayesian approach to knowledge is inadequate in a large world, Binmore proposes an extension to Bayesian decision theory - allowing the idea of a mixed strategy in game theory to be expanded to a larger set of what Binmore refers to as 'muddled' strategies. Written by one of the world's leading game theorists, "Rational Decisions" is the touchstone for anyone needing a concise, accessible, and expert view on Bayesian decision making.

商品描述(中文翻譯)

廣泛認為,貝葉斯決策理論是理性人應該如何做出決策的最終依據。然而,貝葉斯決策理論的創始人倫納德·薩維奇(Leonard Savage)主張,在那種總是可以「三思而後行」的小世界之外使用他的理論是荒謬的。如果認真對待這一觀點,則貝葉斯決策理論對於科學發現和宏觀經濟活動的大世界來說是不合適的。何時使用貝葉斯決策理論是正確的?何時需要對其進行修改?《理性決策》(Rational Decisions)以最少的數學內容清晰地解釋了貝葉斯決策理論的基礎,並展示了為何薩維奇將該理論的應用限制於小世界。這本書廣泛探討了在風險和不確定性下的標準選擇和信念理論。肯·賓莫(Ken Binmore)討論了與概率本質相關的各種哲學態度,並提供了解決被認為妨礙進一步進展的悖論的方案。在論證貝葉斯知識方法在大世界中不充分的同時,賓莫提出了對貝葉斯決策理論的擴展——允許將博弈論中的混合策略概念擴展到賓莫所稱的「混亂」策略的更大集合。由世界頂尖的博弈論專家之一撰寫的《理性決策》是任何需要對貝葉斯決策制定提供簡明、易懂和專業觀點的人的試金石。