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Research and Application on a Novel Clustering Algorithm of Quantum Optimization in Server Load Balancing.

Authors :
Dong Yumin
Xiao Shufen
Jia Fanghua
Li Jinhai
Source :
Mathematical Problems in Engineering. 2014, p1-7. 7p.
Publication Year :
2014

Abstract

A quantum optimization scheme in network cluster server task scheduling is proposed. We explore and research the distribution theory of energy field in quantum mechanics; specially, we apply it to data clustering. We compare the quantum optimization method with genetic algorithm (GA), ant colony optimization (ACO), simulated annealing algorithm (SAA). At the same time, we prove its validity and rationality by analog simulation and experiment. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
1024123X
Database :
Academic Search Index
Journal :
Mathematical Problems in Engineering
Publication Type :
Academic Journal
Accession number :
100526559
Full Text :
https://doi.org/10.1155/2014/510656