Sheng Xin Zhang, Yi Nan Wen, Yu Hong Liu, Li Ming Zheng, Shao Yong Zheng, Differential evolution with domain transform, IEEE Transactions on Evolutionary Computation, vol. 27, no. 5, 1440−1455, Oct 2023.
[Link]   [PDF]   [SupplementaryFile_DTDE]
[DTDE code]   (for noiseless optimization)
[DTDE-RSP code]   (for noiseless optimization)
[DTDEn code]   (for noisy optimization)   [BibTex]  

Sheng Xin Zhang, Xin Rou Hu, Shao Yong Zheng, Differential evolution with evolutionary scale adaptation, Swarm and Evolutionary Computation. 85 (2024) 101481.
[Link]   [PDF]   [SupplementaryFile_ESADE]
[ESADE code]   [BibTex]  

Sheng Xin Zhang, Shao Yong Zheng, Li Ming Zheng, Differential evolution with objective and dimension knowledge utilization, Swarm and Evolutionary Computation. 80 (2023) 101322.
[Link]   [PDF]   [SupplementaryFile_ODFDE]
[ODFDE code]   [ODF-SCSS-jSO code]   [BibTex]  

Sheng Xin Zhang, Wing Shing Chan, Zi Kang Peng, Shao Yong Zheng, Kit Sang Tang, Selective-candidate framework with similarity selection rule for evolutionary optimization, Swarm and Evolutionary Computation. 56 (2020) 100696.
[Link]   [PDF]   [SupplementaryFile_SCSS]
[SCSS-L-SHADE code]   [SCSS-jSO code]   [SCSS-CMAES code]   [SCSS-LIPS code]   [BibTex]  

Sheng Xin Zhang, Wing Shing Chan, Kit Sang Tang, Shao Yong Zheng, Adaptive strategy in differential evolution via explicit exploitation and exploration controls, Applied Soft Computing. 107 (2021) 107494.
[Link]   [PDF]   [SupplementaryFile_EaDE]
[EaDE code]   [BibTex]  

Sheng Xin Zhang, Li Ming Zheng, Kit Sang Tang, Shao Yong Zheng, Wing Shing Chan, Multi-layer competitive-cooperative framework for performance enhancement of differential evolution, Information Sciences. 482 (2019) 86–104.
[Link]   [PDF]   [SupplementaryFile_MLCCDE]
[MLCCDE code]   [BibTex]  

Li Ming Zheng, Sheng Xin Zhang, Kit Sang Tang, Shao Yong Zheng, Differential evolution powered by collective information, Information Sciences. 399 (2017) 13–29.
[Link]   [PDF]   [SupplementaryFile_CIPDE]
[CIPDE code]   [BibTex]