Multi-swarm Genetic Gray Wolf Optimizer with Embedded Autoencoders for High-dimensional Expensive Problems
Jing Bi,Jiahui Zhai,Haitao Yuan,Ziqi Wang,Junfei Qiao,Jia Zhang,MengChu Zhou,Jing Bi,Jiahui Zhai,Haitao Yuan,Ziqi Wang,Junfei Qiao,Jia Zhang,MengChu Zhou
High-dimensional expensive problems are often encountered in the design and optimization of complex robotic and automated systems and distributed computing systems, and they suffer from a time-consuming fitness evaluation process. It is extremely challenging and difficult to produce promising solutions in a high-dimensional search space. This work proposes an evolutionary optimization framework wi...
