DOI: 10.1145/3617691 ISSN:
Gene Expression Programming for Quantum Computing
Gonzalo Alvarez, Ryan Bennink, Stephan Irle, Jacek Jakowski- General Medicine
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.