Sheng Xin Zhang, Yi Nan Wen, Yu Hong Liu, Li Ming Zheng, and Shao Yong Zheng, Differential evolution with domain transform, IEEE Transactions on Evolutionary Computation, vol. 27, no. 5, 1440−1455, Oct 2023.
Sheng Xin Zhang, Shao Yong Zheng, Li Ming Zheng, Differential evolution with objective and dimension knowledge utilization, Swarm and Evolutionary Computation. 80 (2023) 101322.
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. (2021) 107494.
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.
Sheng Xin Zhang, Wing Shing Chan, Kit Sang Tang, Shao Yong Zheng, Restart based collective information powered differential evolution for solving the 100-digit challenge on single objective numerical optimization, IEEE Congress on Evolutionary Computation 2019.
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.
Zi Kang Peng, Sheng Xin Zhang, Shao Yong Zheng, Yun Liang Long, Collective information based teaching-learning-based optimization for global optimization, Soft Computing. Accepted.
Li Ming Zheng, Sheng Xin Zhang, Kit Sang Tang, Shao Yong Zheng, Differential evolution powered by collective information, Information Sciences. 399 (2017) 13–29.
Sheng Xin Zhang, Li Ming Zheng, Lu Liu, Shao Yong Zheng, Yong Mei Pan, Decomposition-based multi-objective evolutionary algorithm with mating neighborhood sizes and reproduction operators adaptation, Soft Computing. 21 (2017) 6381-6392.
Sheng Xin Zhang, Shao Yong Zheng, Li Ming Zheng, An efficient multiple variants coordination framework for differential evolution, IEEE Transactions on Cybernetics. 47 (2017) 2780-2793.
Li Ming Zheng, Lu Liu, Sheng Xin Zhang, Shao Yong Zheng, Enhancing differential evolution with interactive information, Soft Computing. 22 (2018) 7919–7938.
Li Ming Zheng, Qiang Wang, Sheng Xin Zhang, Shao Yong Zheng, Population recombination strategies for multi-objective particle swarm optimization, Soft Computing. 21 (2017) 4693-4705.
Li Ming Zheng, Sheng Xin Zhang, Shao Yong Zheng, Yong Mei Pan, Differential evolution algorithm with two-step subpopulation strategy and its application in microwave circuit designs, IEEE Transactions on Industrial Informatics. 12 (2016) 911-923.