Quantum-Inspired Evolutionary Algorithm for Continuous Space Optimization Based on Multiple Chains Encoding Method of Quantum Bits
Joint Authors
Zhang, Rui
Zhang, Hongjun
Wang, Zhiteng
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-16, 16 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-07-23
Country of Publication
Egypt
No. of Pages
16
Main Subjects
Abstract EN
This study proposes a novel quantum evolutionary algorithm called four-chain quantum-inspired evolutionary algorithm (FCQIEA) based on the four gene chains encoding method.
In FCQIEA, a chromosome comprises four gene chains to expand the search space effectively and promote the evolutionary rate.
Different parameters, including rotational angle and mutation probability, have been analyzed for better optimization.
Performance comparison with other quantum-inspired evolutionary algorithms (QIEAs), evolutionary algorithms, and different chains of QIEA demonstrates the effectiveness and efficiency of FCQIEA.
American Psychological Association (APA)
Zhang, Rui& Wang, Zhiteng& Zhang, Hongjun. 2014. Quantum-Inspired Evolutionary Algorithm for Continuous Space Optimization Based on Multiple Chains Encoding Method of Quantum Bits. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-16.
https://search.emarefa.net/detail/BIM-485750
Modern Language Association (MLA)
Zhang, Rui…[et al.]. Quantum-Inspired Evolutionary Algorithm for Continuous Space Optimization Based on Multiple Chains Encoding Method of Quantum Bits. Mathematical Problems in Engineering No. 2014 (2014), pp.1-16.
https://search.emarefa.net/detail/BIM-485750
American Medical Association (AMA)
Zhang, Rui& Wang, Zhiteng& Zhang, Hongjun. Quantum-Inspired Evolutionary Algorithm for Continuous Space Optimization Based on Multiple Chains Encoding Method of Quantum Bits. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-16.
https://search.emarefa.net/detail/BIM-485750
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-485750