Abstract | ||
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This work is a first study of search spaces and fitness landscapes in the context of quantum program evolution. Considering small instances of the Deutsch-Jozsa problem as a starting point for explorations of quantum program search spaces, we analyze the structure of mutation landscapes using autocorrelation characteristics and information measures. Our motivation is to obtain insights into the relationship between landscape characteristics and quantum circuit evolution with the aim to improve the efficiency of evolutionary search. |
Year | DOI | Venue |
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2003 | 10.1109/CEC.2003.1299571 | CEC: 2003 CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-4, PROCEEDINGS |
Keywords | Field | DocType |
quantum algorithm,search space,evolutionary computation,quantum computing | Quantum circuit,Quantum complexity theory,Quantum,Mathematical optimization,Fitness landscape,Computer science,Evolutionary computation,Quantum computer,Theoretical computer science,Staring,Autocorrelation | Conference |
Citations | PageRank | References |
3 | 0.46 | 12 |
Authors | ||
2 |
Name | Order | Citations | PageRank |
---|---|---|---|
André Leier | 1 | 197 | 19.87 |
Wolfgang Banzhaf | 2 | 2627 | 367.13 |