DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization

Omidvar, Mohammad Nabi1; Yang, Ming2; Mei, Yi3; Li, Xiaodong4; Yao, Xin5,6

2017-12

10.1109/TEVC.2017.2694221

IEEE Transactions on Evolutionary Computation   影响因子和分区

1941-0026

Cooperative co-evolution differential grouping (DG) large-scale global optimization problem decomposition

SCI ; EI

通讯

20182505340843

Artificial intelligence ; Evolutionary algorithms ; Global optimization

Artificial Intelligence:723.4 ; Production Engineering:913.1 ; Optimization Techniques:921.5

COMPUTER SCIENCE

IEEE

1.Univ Birmingham, Ctr Excellence Res Computat Intelligence & Applic, Sch Comp Sci, Birmingham B15 2TT, W Midlands, England
2.China Univ Geosci, Sch Comp Sci, Wuhan 430074, Hubei, Peoples R China
3.Victoria Univ Wellington, Sch Engn & Comp Sci, Wellington 6012, New Zealand
4.RMIT Univ, Sch Comp Sci & Informat Technol, Melbourne, Vic 3001, Australia
5.Southern Univ Sci & Technol, Dept Comp Sci & Engn, Shenzhen 518055, Peoples R China
6.Univ Birmingham, Ctr Excellence Res Computat Intelligence & Applic, Sch Comp Sci, Birmingham B15 2TT, W Midlands, England

Omidvar, Mohammad Nabi,Yang, Ming,Mei, Yi,et al. DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization[J]. IEEE Transactions on Evolutionary Computation,2017,21(6):929-942.

Omidvar, Mohammad Nabi,Yang, Ming,Mei, Yi,Li, Xiaodong,&Yao, Xin.(2017).DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization.IEEE Transactions on Evolutionary Computation,21(6),929-942.

Omidvar, Mohammad Nabi,et al."DG2: A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization".IEEE Transactions on Evolutionary Computation 21.6(2017):929-942.