Code for the Classifier-Assisted Level-Assisted Learning Swarm Optimizer

Implementation of Classifier-Assisted Level-Assisted Learning Swarm Optimizer (CA-LLSO)

Feng-Feng Wei, Wei-Neng Chen, Qiang Yang, Jeremiah Deng, Xiao-Nan Luo, Hu Jin and Jun Zhang, "A Classifier-Assisted Level-Based Learning Swarm Optimizer for Expensive Optimization", IEEE Transactions on Evolutionary Computation, vol.25, no.2, pp.219-233, 2021.

This paper and this code should be referenced whenever they are used to generate results for the user's own research.

This matlab code was written by Feng-Feng Wei: School of Computer Science and Engineering, South China University of Technology

Please refer with all questions, comments, bug reports, etc. to [email protected]

REQUIREMENTS: The following libraries should be intalled before running the code: python v2.7.15 or newer versions; numpy v1.15.4 or new versions; scipy v1.1.0 or newer versions; sklearn v0.20.3; pyDOE v0.3.8