In computational complexity theory, there are three common methods of proof that are widely used to analyze the efficiency and difficulty of algorithms. These methods provide rigorous mathematical techniques to establish the complexity of computational problems. They are known as the diagonalization method, the reduction method, and the probabilistic method. Each of these methods offers