Gene Expression Programming for Quantum Computing
Quantum Physics
2023-03-16 v1 Strongly Correlated Electrons
Abstract
We introduce QuantumGEP, a scientific computer program that uses gene expression programming (GEP) to find a quantum circuit that either (i) maps a given set of input states to a given set of output states, or (ii) transforms a fixed initial state to minimize a given physical quantity of the output state. QuantumGEP is a driver program that uses evendim, a generic computational engine for GEP, both of which are free and open source. We apply QuantumGEP as a powerful solver for MaxCut in graphs, and for condensed matter quantum many-body Hamiltonians.
Cite
@article{arxiv.2303.08203,
title = {Gene Expression Programming for Quantum Computing},
author = {Gonzalo Alvarez and Ryan Bennink and Stephan Irle and Jacek Jakowski},
journal= {arXiv preprint arXiv:2303.08203},
year = {2023}
}
Comments
10 pages, 5 figures