The Quantum Approximate Optimization Algorithm (QAOA) is a hybrid quantum-classical algorithm designed to solve combinatorial optimization problems. It leverages the principles of quantum mechanics to find approximate solutions to problems that are otherwise computationally intractable for classical computers. The initial state preparation using Hadamard gates plays a important role in the QAOA algorithm, and its