Effect of quantization on competitive co-evolution algorithm - QCCEA versus CCEA
Loading...
Supplementary material
Other Title
Authors
Tirumala, Sreenivas Sremath
Nandigam, David
Ali, Shahid
Li, Zuojin
Nandigam, David
Ali, Shahid
Li, Zuojin
Author ORCID Profiles (clickable)
Degree
Grantor
Date
2015-02-15
Supervisors
Type
Conference Contribution - Paper in Published Proceedings
Ngā Upoko Tukutuku (Māori subject headings)
Keyword
evolutionary algorithms
competitive coevolution
qubit
maze problem
quantum computing
quantum inspired competitive co-evolution algorithm (QCCEA)
quantum inspired evolutionary algorithm (QEA)
competitive co-evolution algorithm (CCEA)
algorithms
competitive coevolution
qubit
maze problem
quantum computing
quantum inspired competitive co-evolution algorithm (QCCEA)
quantum inspired evolutionary algorithm (QEA)
competitive co-evolution algorithm (CCEA)
algorithms
ANZSRC Field of Research Code (2020)
Citation
Tirumala, S. S., Nandigam D., Ali S, & Li Z.. (2015) Effect of Quantization on Competitive Co-evolution Algorithm - QCCEA versus CCEA. IEEE (Ed.), International Conference on Technological Advances in Electrical, Electronics and Computer Engineering ICTAEECE'2015, The 2nd World Congress on Computer Applications and Information Systems (WCCAIS'2015).
Abstract
Quantum inspired Evolutionary Algorithm (QEA) which uses qubits has been the basis for the development of many Quantum Inspired algorithms. Di- verging from this, a new Quantum Inspired Competitive Co-evolution algorithm (QCCEA) has been proposed by quantifying Competitive Co-evolution Algorithm (CCEA) using a new method of representation. In the literature, the performance of QCCEA against CCEA was evaluated for numerical optimization problems. In this paper we have further analysed the performance of QCCEA using Maze problem which server as the primary investigation for combinatorial optimization problems. In the process of evaluating the performance of QCCEA against CCEA, we have performed three different experiments on the Maze problem. The results show that QCCEA has produced more diversified solutions compared to CCEA at the expense of time variable.
Publisher
International Institute of Engineers and Researchers (IIER)
Permanent link
Link to ePress publication
DOI
Copyright holder
International Institute of Engineers and Researchers (IIER)
Copyright notice
All rights reserved