Avoiding local minima in variational quantum eigensolvers with the natural gradient optimizer

David Wierichs, Christian Gogolin, Michael Kastoryano

We compare the BFGS optimizer, ADAM and Natural Gradient Descent (NatGrad) in the context of Variational Quantum Eigensolvers (VQEs). We systematically analyze their performance on…