Optimization Algorithms, Optimization Techniques, Machine Learning, Deep Learning, Convex Optimization.
How do we “solve” the Optimization problems? Typically there are 2 approaches to solve most of the complex numerical/scientific problems in general: 1. Analytical (Theoretical) Solution 2. Numerical Methods Approach Analytical Method: This is the “pen-and-paper” theoretical method normally taught