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Gene Expression Programming for Quantum Computing
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DOI：10.1145/3617691.png)
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摘要
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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.
Keyword:
Genetic algorithms
gene expression programming
quantum computing
condensed matter
quantum chemistry
期刊
A
IF:
6.8
论文数:
542
被引数:
508
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引用论文
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PREAI
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