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Gene Expression Programming for Quantum Computing
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DOI：10.1145/3617691.png)
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Abstract
En 中文
We introduce QUANTUMGEP, a scientific computer program that uses gene expression programming (GEP) to find a quantum circuit that either (1) maps a given set of input states to a given set of output states or (2) 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.
Keywords:
Genetic algorithms
gene expression programming
quantum computing
condensed matter
quantum chemistry
Journal
A
IF:
6.8
Papers:
542
Citations:
508
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