Quantum Genetic Algorithm on Multilevel Quantum Systems
Author
Source
Mathematical Problems in Engineering
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-06-24
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Abstract EN
We present a new evolutionary algorithm on the basis of quantum computations technology for solving optimization problems.
The algorithm is built using many-valued quantum logic concept, which is more prospective from the computing power’s point of view.
We compare the suggested algorithm to the traditional quantum genetic algorithm to demonstrate its high effectiveness on the example of test function global optimization problems.
The advantages can be observed in the running time, the convergence speed, and the solution precision.
The proposed implementation for the algorithm of quantum gate operator has an adaptive nature and does not require a lookup table.
The role and the influence mechanism of the quantum disaster operator on the proposed algorithm effectiveness are also analyzed.
American Psychological Association (APA)
Tkachuk, Valerii. 2018. Quantum Genetic Algorithm on Multilevel Quantum Systems. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1209560
Modern Language Association (MLA)
Tkachuk, Valerii. Quantum Genetic Algorithm on Multilevel Quantum Systems. Mathematical Problems in Engineering No. 2018 (2018), pp.1-12.
https://search.emarefa.net/detail/BIM-1209560
American Medical Association (AMA)
Tkachuk, Valerii. Quantum Genetic Algorithm on Multilevel Quantum Systems. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1209560
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1209560