Mathematics, Optimization, Data Science, Machine Learning, Duality.
technique of proof by contradiction: First, we negate the very thing we are trying to prove. In this case, we claim that when the dual is optimized, there does not exist a point in the primal such that the primal is equal to the dual. Then, we will show that this claim leads to some terrible,