EXPLANATION-BASED GENERALIZATION = PARTIAL EVALUATION

被引:30
作者
VANHARMELEN, F
BUNDY, A
机构
[1] Univ of Edinburgh, Edinburgh, Scotl, Univ of Edinburgh, Edinburgh, Scotl
关键词
ARTIFICIAL INTELLIGENCE - COMPUTER PROGRAMMING - Algorithms;
D O I
10.1016/0004-3702(88)90088-4
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We argue that explanation-based generalization as recently proposed in the machine learning literature is essentially equivalent to partial evaluation, a well-known technique in the functional and logic programming literature. We show this equivalence by analyzing the definitions an underlying algorithms of both techniques, and by giving a PROLOG program which can be interpreted as doing either explanation-based generalization or partial evaluation.
引用
收藏
页码:401 / 412
页数:12
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