This repository contains the codes and test problems for the project "Behavior Representation and Analysis of Evolutionary Algorithms". For the details of the works, please refer to the published papers:
[1] Chengshan Pang, Mang Wang, Weiming Liu and Bin Li, Learning Features for Discriminative Behavior Analysis of Evolutionary Algorithms via Slow Feature Analysis, ACM GECCO'16, July 20-24, 2016, Denver, USA, p1437-1444. 代码见附件
[2] Lei Liu, Chengshan Pang, Weiming Liu and Bin Li, Learning to describe collective search behavior of evolutionary algorithms in solution space, in Yuhui Shi etc. ed., proceedings of SEAL 2017, Shenzhen, China, Nov. 10-13, 2017, LNCS 10593, pp196-207.
[3] Mang Wang, Bin Li, Guofu Zhang and Xin Yao, Population Evolvability: Dynamic Fitness Landscape Analysis for Population-based Metaheuristic Algorithms, IEEE Transactions on Evolutionary Computation, Vol. 22, No. 4, August 2018, p550-563. (IF: 8.124)