在遗传编程中使用基于llvm的JIT编译

2016 ELEKTRO Pub Date : 2016-05-16 DOI:10.1109/ELEKTRO.2016.7512108

M. Gregor, J. Spalek

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引用次数: 4

摘要

本文描述了一种实现遗传编程的方法，该方法使用LLVM库来实时编译/解释进化的抽象语法树。详细描述了解决方案，包括一个解析器(基于flexc++和bisonc++)，该解析器可以从具有类似c语法的简单玩具语言构建树。在执行速度方面，将该方法与之前的实现(基于使用多态函子直接执行树)进行了比较。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Using LLVM-based JIT compilation in genetic programming

The paper describes an approach to implementing genetic programming, which uses the LLVM library to just-in-time compile/interpret the evolved abstract syntax trees. The solution is described in some detail, including a parser (based on FlexC++ and BisonC++) that can construct the trees from a simple toy language with C-like syntax. The approach is compared with a previous implementation (based on direct execution of trees using polymorphic functors) in terms of execution speed.

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2016 ELEKTRO

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