Optimization, Deep Learning, Convex Optimization, Optimal Performance, Approximation.
optimization can be used to improve the performance of a design originally obtained by manual, or other, design methods. What makes non-convex optimization hard? Such optimization problems may have multiple feasible and very flat regions, a widely varying curvature, several saddle points, and