Ranked 1st in 2019 in IEEE CEC Competition on Constrained Real Parameter Optimization: https://github.com/P-N-Suganthan/CEC2017
Multi-objective Differential Evolution for Constrained Optimization
Xu, T., He, J., & Shang, C. (2019). Helper and equivalent objective differential evolution for constrained optimisation. In Proceedings of the Genetic and Evolutionary Computation Conference Companion.
Source code: https://github.com/burningxt/HECO-DE-OldVersion
Xu, T., He, J., & Shang, C. (2020). Helper and Equivalent Objectives: An Efficient Approach to Constrained Optimisation. IEEE Transactions on Cybernetics.
Source code (HECO-DE): https://github.com/burningxt/HECO-DE-NewVersion
Multiobjective Differential Evolution Enhanced with Principal Component Analysis for Constrained Optimization
Huang, W., Xu, T., Li, K., & He, J. (2019). Multiobjective differential evolution enhanced with principle component analysis for constrained optimization. Swarm and Evolutionary Computation.
Source code (HECO-PDE): https://github.com/burningxt/HECO-PDE
GitHub repo for the collaborative research work on smart home device attack detection: https://github.com/asegun-cod/smart-home-device-cyberattack-detection