A similarity measure for Straight Line Programs and its application to control diversity in Genetic Programming

作者：

Highlights：

• A metric is developed to measure the differences between two Straight Line Programs.

• The proposed metric is used in a CHC algorithm to improve diversity.

• The method is evaluated using data from public buildings of University of Granada.

摘要

•A metric is developed to measure the differences between two Straight Line Programs.•The proposed metric is used in a CHC algorithm to improve diversity.•The method is evaluated using data from public buildings of University of Granada.

论文关键词：Diversity,Edit distance,Symbolic regression,Genetic Programming,Straight Line Program

论文评审过程：Received 25 March 2020, Revised 3 November 2021, Accepted 14 December 2021, Available online 19 January 2022, Version of Record 24 January 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.116415