Welcome to Wenchao Yi's homepage. I am a research fellow at the School of Computer Science and Engineering, Nanyang Technological University. I received my B.Eng. degree and Ph.D. degree from the School of Mechanical Science and Engineering, Huazhong University of Science and Technology in 2011 and 2016 respectively.
RESEARCH INTERESTS:
Evolutionary Algorithm.
Agent-Based Modeling and Simulation.
PUBLICATIONS:
[1] Yinzhi Zhou, Wenchao Yi, Liang Gao, Xinyu Li, Adaptive differential evolution with sorting
crossover rate for continuous optimization
problems. IEEE Transactions on Cybernetics, accepted. New!
[2]Wenchao Yi,
Yinzhi Zhou, Liang Gao, Xinyu Li, Jianhui Mou, An improved adaptive differential
evolution algorithm for continuous optimization. Expert Systems with
Applications. 44(2016) 1-12.
[3] Wenchao Yi,
Xinyu Li, Liang Gao, Yinzhi
Zhou, Jida Huang, ε constrained
differential evolution with pre-estimated comparison using gradient-based
approximation for constrained optimization problems, Expert Systems with
Applications, 44(2016) 37-49.
[4] Wenchao Yi, Yinzhi Zhou,Liang Gao, Xinyu Li, Chunjiang Zhang, Engineering design optimization using an improved local search based epsilon differential evolution algorithm, Journal of Intelligent Manufacturing, accepted.
[5] Wenchao Yi, Liang Gao, Xinyu Li, Yinzhi Zhou. A new differential evolution algorithm with hybrid mutation operator and self-adapting control parameters for global optimization problems, Applied Intelligence, 42 (2015) 642-660.
[6] Wenchao Yi, Xinyu Li, Baolin Pan, Solving flexible job shop scheduling using an effective memetic algorithm, International Journal of Computer Applications in Technology, accepted.
[7] Wenchao Yi, Liang Gao, Yinzhi Zhou, Xinyu Li, Differential evolution algorithm with variable neighborhood search for hybrid flow shop scheduling problems, In: IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2016), China, 2016.
[8] Wenchao Yi, Liang Gao, Xinyu Li, Yinzhi Zhou, ε constrained differential evolution algorithm with a novel local search operator for constrained optimization problems, In: The 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Singapore (IES 2014), 2014.
[9] Wenchao Yi, Xinyu Li, Liang Gao, Yunqing Rao, A differential evolution algorithm with minimum distance mutation operator, In: 2013 Sixth International Conference on Advanced Computational Intelligence (ICACI 2013), China, 2013.
[10] Yinzhi Zhou, Wenchao Yi, Liang Gao, Xinyu Li, Analysis of mutation vectors selection mechanism in differential evolution, Applied Intelligence, 44(2016) 904-912.
[11] Jianhui Mou, Xinyu Li, Liang Gao, Wenchao Yi, An effective L-MONG algorithm for solving multi-objective flow-shop inverse scheduling problems, Journal of Intelligent Manufacturing, accepted.
[12] Long Wen, Xinyu Li, Liang Gao, Wenchao Yi, Surface roughness prediction in end milling by using predicted point oriented local linear estimation method, International Journal of Advanced Manufacturing Technology, 81(2015) 1-13.
[13] Liang Gao, Yinzhi Zhou, Xinyu Li, Quanke Pan, Wenchao Yi, Multi-objective optimization based reverse strategy with differential evolution algorithm for constrained optimization problems. Expert Systems with Applications, 42(2015) 5976-5987.
[4] Wenchao Yi, Yinzhi Zhou,Liang Gao, Xinyu Li, Chunjiang Zhang, Engineering design optimization using an improved local search based epsilon differential evolution algorithm, Journal of Intelligent Manufacturing, accepted.
[5] Wenchao Yi, Liang Gao, Xinyu Li, Yinzhi Zhou. A new differential evolution algorithm with hybrid mutation operator and self-adapting control parameters for global optimization problems, Applied Intelligence, 42 (2015) 642-660.
[6] Wenchao Yi, Xinyu Li, Baolin Pan, Solving flexible job shop scheduling using an effective memetic algorithm, International Journal of Computer Applications in Technology, accepted.
[7] Wenchao Yi, Liang Gao, Yinzhi Zhou, Xinyu Li, Differential evolution algorithm with variable neighborhood search for hybrid flow shop scheduling problems, In: IEEE 20th International Conference on Computer Supported Cooperative Work in Design (CSCWD 2016), China, 2016.
[8] Wenchao Yi, Liang Gao, Xinyu Li, Yinzhi Zhou, ε constrained differential evolution algorithm with a novel local search operator for constrained optimization problems, In: The 18th Asia Pacific Symposium on Intelligent and Evolutionary Systems, Singapore (IES 2014), 2014.
[9] Wenchao Yi, Xinyu Li, Liang Gao, Yunqing Rao, A differential evolution algorithm with minimum distance mutation operator, In: 2013 Sixth International Conference on Advanced Computational Intelligence (ICACI 2013), China, 2013.
[10] Yinzhi Zhou, Wenchao Yi, Liang Gao, Xinyu Li, Analysis of mutation vectors selection mechanism in differential evolution, Applied Intelligence, 44(2016) 904-912.
[11] Jianhui Mou, Xinyu Li, Liang Gao, Wenchao Yi, An effective L-MONG algorithm for solving multi-objective flow-shop inverse scheduling problems, Journal of Intelligent Manufacturing, accepted.
[12] Long Wen, Xinyu Li, Liang Gao, Wenchao Yi, Surface roughness prediction in end milling by using predicted point oriented local linear estimation method, International Journal of Advanced Manufacturing Technology, 81(2015) 1-13.
[13] Liang Gao, Yinzhi Zhou, Xinyu Li, Quanke Pan, Wenchao Yi, Multi-objective optimization based reverse strategy with differential evolution algorithm for constrained optimization problems. Expert Systems with Applications, 42(2015) 5976-5987.
PROFESSIONAl ACTIVITIES:
Reviewer of the following Journals/Conferences:
- Applied Intelligence
- International Conference on Neural Information Processing (ICONIP2017)