Enumerating Building Block Semantics in Genetic Programming
Enumerating Building Block Semantics in Genetic Programming
复制标题
枚举遗传编程中的构建块语义
DOI：
--
复制
发表时间：
2007
期刊：
影响因子：
--
通讯作者：
T. Hutchinson
中科院分区：
文献类型：
--
作者：
N. McPhee;B. Ohs;T. Hutchinson
此报告提供了遗传编程(GP)中标准子树交叉操作的子树和上下文的语义定义的集合。这些定义使我们能够完整而简洁地描述由子树交叉操作的组件的确切语义，以及这些交互的语义结果。随后的工作显示了如何使用这些定义来收集关于GP种群中的可用多样性和子树交叉可用机会的有价值的数据。
This report provides a collection of definitions for the semantics of subtrees and contexts as manipulated by standard sub-tree crossover in genetic programming (GP). These definitions allow us to completely and compactly describe the exact semantics of the components manipulated by sub-tree crossover, and the semantic results of those interactions. Subsequent work shows how these definitions can be used to collect valuable data about the available diversity in a GP population and the opportunities available to sub-tree crossover.