Quantum Approximate Optimization Algorithm. Quantum computers outperforming classical systems are being explored to solve three general groups of problems to include factoring and discrete logarithms, quantum simulations, and optimization. Discussed is the hybrid algorithm, Quantum Approximate Optimization Algorithm (QAOA) and its applications.