The Many Faces of Hybrid Classical-Quantum Computing – Part 3
dougfinke2024-08-27T16:42:14-07:00Part 3: The primary algorithms VQA, VQE and QAOA QAOA Example Problem. Credit: Google Quantum AI Variational Quantum Algorithms (VQA) In the NISQ era, variational circuits serve as a bridge between the classical and the quantum world. The hybrid quantum-classical algorithms or Variational Quantum Algorithms (VQA) incorporate aspects from both the gate-based (i.e., logic gates) and annealing or adiabatic models (evolving after cooling to its lowest energy configuration). VQAs variationally update the parameters of a parametrized quantum circuit. VQAs, like adiabatic models, rely on the knowledge that the end state of a quantum computation can be viewed as the ground state [...]