Iteration Over Vectors in Genetic Programming

Kirshenbaum, Evan

HP Development Company

关键词: genetic programming;    machine learning;   

RP-ID  :  HPL-2001-327

学科分类：计算机科学（综合）

美国|英语

来源: HP Labs

【 摘 要 】

This paper describes the results of using genetic programming with bounded iteration constructs, which allow the computational complexity of the solution to be an emergent property. It is shown that such operators render the even-6-parity problem trivial, and the results of experiments with other, harder, problems that require 0(n) complexity are shown. This method is contrasted with Automatically Defined Iterators. 8 Pages