Evolving Quantum Circuits using Genetic Programming (2000) [8 citations — 0 self]
by
Benjamin I. P. Rubinstein
Proceedings of the 2001 Congress on Evolutionary Computation (CEC2001
Add To MetaCart
Popular Tags
No tags have been applied to this document.
BibTeX | Add To MetaCart
@INPROCEEDINGS{Rubinstein00evolvingquantum,
author = {Benjamin I. P. Rubinstein},
title = {Evolving Quantum Circuits using Genetic Programming},
booktitle = {Proceedings of the 2001 Congress on Evolutionary Computation (CEC2001},
year = {2000},
pages = {144--151},
publisher = {Spring}
}
author = {Benjamin I. P. Rubinstein},
title = {Evolving Quantum Circuits using Genetic Programming},
booktitle = {Proceedings of the 2001 Congress on Evolutionary Computation (CEC2001},
year = {2000},
pages = {144--151},
publisher = {Spring}
}
Bookmarks
OpenURL
Abstract:
This paper presents a new representation and corresponding set of genetic operators for a scheme to evolve quantum circuits with various properties. The scheme is a variant on the techniques of genetic programming and genetic algorithms, having components borrowed from each. By recognising the foundation of a quantum circuit as being a collection of gates, each operating on various categories of qubits and each taking parameters, the scheme can successfully search for most circuits. The algorithm is applied to the problem of entanglement production.
Citations
| 1921 | Genetic Programming I : On the Programming of Computers by Means of Natural Selection – Koza - 1992 |
| 17 | Quantum computing applications of genetic programming – Spector, Barnum, et al. - 1999 |
| 2 | Algorithms for quantum computation: Discrete logarithms and factoring – Shot - 1994 |
