QHDOPT: A Software for Nonlinear Optimization with Quantum Hamiltonian
Descent
QHDOPT: A Software for Nonlinear Optimization with Quantum Hamiltonian
Descent
We develop an open-source, end-to-end software (named QHDOPT), which can solve nonlinear optimization problems using the quantum Hamiltonian descent (QHD) algorithm. QHDOPT offers an accessible interface and automatically maps tasks to various supported quantum backends (i.e., quantum hardware machines). These features enable users, even those without prior knowledge or experience …