Augmenting High-dimensional Nonlinear Optimization with Conditional GANs

Pouya Rezazadeh Kalehbasti, Michael D. Lepech, Samarpreet Singh Pandher

Many mathematical optimization algorithms fail to sufficiently explore the solution space of high-dimensional nonlinear optimization problems due to the curse of dimensionality. Th…