Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization

Cheng He1; Ran Cheng2; Ye Tian3; Xingyi Zhang4; Kay Chen Tan5; Yaochu Jin6

2021-06

10.1109/TEVC.2020.3047835

IEEE Transactions on Evolutionary Computation   影响因子和分区

1941-0026

Constraint handling evolutionary algorithm (EA) large-scale optimization many-objective optimization multiobjective optimization

EI ; SCI

第一 ; 通讯

20210209762253

Constrained optimization ; Decision making ; Evolutionary algorithms

Management:912.2 ; Optimization Techniques:921.5 ; Systems Science:961

COMPUTER SCIENCE

IEEE

1.Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China.
2.Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China.
3.Institutes of Physical Science and Information Technology, Anhui University, Hefei 230601, China, and also with the Department of Computer Science, City University of Hong Kong, Kowloon Tong, Hong Kong SAR.
4.Key Laboratory of Intelligent Computing and Signal Processing of Ministry of Education, School of Computer Science and Technology, Anhui University, Hefei 230601, China.
5.Department of Computing, The Hong Kong Polytechnic University, Kowloon, Hong Kong SAR.
6.Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China, and also with the Department of Computer Science, University of Surrey, Guildford, Surrey, GU2 7XH, United Kingdom.

Cheng He,Ran Cheng,Ye Tian,et al. Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization[J]. IEEE Transactions on Evolutionary Computation,2021,25(3):448-462.

Cheng He,Ran Cheng,Ye Tian,Xingyi Zhang,Kay Chen Tan,&Yaochu Jin.(2021).Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization.IEEE Transactions on Evolutionary Computation,25(3),448-462.

Cheng He,et al."Paired Offspring Generation for Constrained Large-Scale Multiobjective Optimization".IEEE Transactions on Evolutionary Computation 25.3(2021):448-462.