25–27 Oct 2023
Livadhiotis City Hotel
Europe/Athens timezone

Stochastic Noise as a Tool for VQE's Escape from Local Minima and saddle points

27 Oct 2023, 10:00
30m
Livadhiotis City Hotel

Livadhiotis City Hotel

50 Nicolaou Rossou Street 6021 LARNAKA CYPRUS

Speaker

Mourad Halla (CQTA (Centre f. Quantum Techno. a. Application))

Description

In the application of the Variational Quantum Eigensolver (VQE) for determining ground state energies of hamiltonian, getting trapped in local minima or saddle points is a recurrent challenge. This talk explores the unconventional idea of utilizing stochastic noise as an ally, rather than an adversary. Drawing parallels with classical optimization, we'll discuss how noise can aid VQE in navigating complex energy landscapes, enhancing its convergence to the true global minimum. This perspective opens up innovative strategies for optimization in the noisy intermediate-scale quantum (NISQ) era.

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