GitHub

ArunSehrawat/Quantum_Approximate_Optimization_Algorithm_for_Quadratic_Unconstrained_Binary_Optimization_PyTorch

In the attached Jupyter notebook, I have presented the Quantum Approximate Optimization Algorithm (QAOA) [1] for a Quadratic Unconstrained Binary Optimization (QUBO) problem. A QUBO belongs to the ...
GitHub

QAOA for MAX-SAT Problems

This project demonstrates a complete implementation of QAOA, a hybrid quantum-classical algorithm that combines quantum circuits with classical optimization to solve combinatorial optimization ...
INSPIRE

Simulation of the QAOA Algorithm at the JINR Quantum Testbed

Simulation of the Quantum Approximate Optimization Algorithm (QAOA) was performed using the Cirq software library installed on the HybriLIT quantum computing testbed at JINR. The problem of finding ...
INSPIRE

Optimizing Flight Routes for Better Fuel Efficiency and Optimal Path using Grover's Algorithm & QAOA Algorithm - Quantum Computing

Optimization of flight routes is one of the hard problems in the aviation sector. This paper focuses on the prospects of quantum computing developed using Grover's Algorithm and the Quantum ...
sei.cmu

Evaluation of QAOA Based on the Approximation Ratio of Individual Samples

We simulate the performance of Quantum Approximate Optimization Algorithm (QAOA) for the Max-Cut problem and compare it with some of the best classical alternatives, for exact, approximate, and ...
IEEE

Direct Application of QAOA Algorithm to PUBO Problem

Abstract: Previously, the approach to solving the PUBO (multiple unconstrained binary optimization) was to transform it into the QUBO (Quadratic Unconstrained Binary Optimization) via variable ...