Quantum gradient descent and Newton's method for constrained polynomial optimization

Patrick Rebentrost, Maria Schuld, Leonard Wossnig +2

Optimization problems in disciplines such as machine learning are commonly solved with iterative methods. Gradient descent algorithms find local minima by moving along the directio…