Evolving quantum circuits

被引：2
|
作者：
Tandeitnik, Daniel [1 ]
Guerreiro, Thiago [1 ]
机构：
[1] Pontif Catholic Univ Rio de Janeiro, Dept Phys, BR-22451900 Rio De Janeiro, Brazil
来源：
QUANTUM INFORMATION PROCESSING | 2024年 / 23卷 / 03期
关键词：
Genetic algorithm; Quantum error correction; Stabilizer codes; GENETIC ALGORITHMS; LEVEL;
D O I：
10.1007/s11128-024-04317-w
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
We develop genetic algorithms for searching quantum circuits, in particular stabilizer quantum error correction codes. Quantum codes equivalent to notable examples such as the 5-qubit perfect code, Shor's code and the 7-qubit color code are evolved out of initially random quantum circuits. We anticipate evolution as a promising tool in the NISQ era, with applications such as the search for novel topological ordered states, quantum compiling and hardware optimization.
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页数：28
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