演算中的增量减少

J. Field, T. Teitelbaum
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引用次数: 44

摘要

增量算法利用了这样一个事实,即它所计算的函数将对彼此之间仅略有不同的输入重复求值,从而避免了不必要的公共计算重复。本文在无类型λ-微积分中定义了递增约简的新概念,并描述了一个递增约简算法Λinc。我们展示了Λinc具有对相关项执行非重叠约简的理想特性,但它足够简单,可以实际实现。该算法基于一种新颖的λ-缩减策略,该策略在非增量设置中也可能被证明是有用的。增量λ-约简可以在任何设置中使用,其中算法以功能或应用方式指定。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Incremental reduction in the lambda calculus
An incremental algorithm is one that takes advantage of the fact that the function it computes is to be evaluated repeatedly on inputs that differ only slightly from one another, avoiding unnecessary duplication of common computations. We define here a new notion of incrementality for reduction in the untyped λ-calculus and describe an incremental reduction algorithm, Λinc. We show that Λinc has the desirable property of performing non-overlapping reductions on related terms, yet is simple enough to allow a practical implementation. The algorithm is based on a novel λ-reduction strategy that may prove useful in a non-incremental setting as well. Incremental λ-reduction can be used to advantage in any setting where an algorithm is specified in a functional or applicative manner.
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