What are the advantages of using the Rotosolve algorithm over other optimization methods like SPSA in the context of VQE, particularly regarding the smoothness and efficiency of convergence?
Tuesday, 11 June 2024 by EITCA Academy
The Variational Quantum Eigensolver (VQE) is a hybrid quantum-classical algorithm designed to find the ground state energy of a quantum system. It achieves this by parameterizing a quantum circuit and optimizing those parameters to minimize the expectation value of the Hamiltonian of the system. The optimization process is important to the efficiency and accuracy of
- Published in Artificial Intelligence, EITC/AI/TFQML TensorFlow Quantum Machine Learning, Variational Quantum Eigensolver (VQE), Optimizing VQE's with Rotosolve in Tensorflow Quantum, Examination review
Tagged under: Artificial Intelligence, Optimization Algorithms, Quantum Computing, Rotosolve, SPSA, TensorFlow Quantum, VQE