This paper presents an overview of the state art for safety-critical optimal control autonomous systems. Optimal methods are well studied, but become computationally infeasible real-time applications when there multiple hard safety constraints involved. To guarantee such constraints, it has been shown that optimizing quadratic costs while stabilizing affine systems to desired (sets of) states s...