Determinate Literals in Inductive Logic Programming

机译：确定归纳逻辑编程中的文字

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A recent system, FOIL, constructs Horn clause programs from numerous examples. Computational efficiency is achieved by using greedy search guided by an information-based heuristic. Greedy search tends to be myopic but determinate terms, an adaptation of an idea introduced by another new system (GOLEM), has been found to provide many of the benefits of lookahead without substantial increases in computation. The efficacy of this approach is illustrated on the task of learning the quicksort procedure and other small but non-trivial list-manipulation functions.

机译：最近的系统FOIL从众多示例中构建了Horn子句程序。通过使用基于信息的启发式算法指导的贪婪搜索来实现计算效率。贪婪的搜索往往是近视的，但确定性的术语是对另一种新系统（GOLEM）引入的一种思想的改编，已发现它可以提供许多先行性的优点，而无需大量增加计算量。在学习快速排序过程和其他小的但不平凡的列表操作功能的任务上说明了此方法的有效性。

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《Machinee learning》|1991年|442-446|共5页
会议地点 Evanston IL(US);Evanston IL(US)
作者
J. R. Quinlan;
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Basser Department of Computer Science University of Sydney Sydney NSW Australia 2006;

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原文格式 PDF
正文语种 eng
中图分类计算机的应用;
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Determinate Literals in Inductive Logic Programming

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