计算可处理的选择

Modibo K. Camara
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引用次数: 10

摘要

我将计算约束纳入决策理论,以捕捉认知限制如何影响行为。我强加了一个计算可追溯性的公理,它只排除那些被认为从根本上是困难的行为。我使用这个框架是为了更好地理解常见的行为启发式:如果选择是可处理的,并且与预期效用公理一致,那么它们在观察上等同于选择括号的形式。然后,我证明,如果一个受计算约束的决策者愿意使用在外部观察者看来不合理的启发式方法,那么她在客观上可能会更好。全文可在https://mkcamara.github.io/ctc.pdf上找到。
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Computationally Tractable Choice
I incorporate computational constraints into decision theory in order to capture how cognitive limitations affect behavior. I impose an axiom of computational tractability that only rules out behaviors that are thought to be fundamentally hard. I use this framework to better understand common behavioral heuristics: if choices are tractable and consistent with the expected utility axioms, then they are observationally equivalent to forms of choice bracketing. Then I show that a computationally-constrained decisionmaker can be objectively better off if she is willing to use heuristics that would not appear rational to an outside observer. The full paper is available at https://mkcamara.github.io/ctc.pdf.
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