Combinatorial Clustering Algorithm of Quantum-Behaved Particle Swarm Optimization and Cloud Model
Joint Authors
Shan, Mi-Yuan
Zhang, Ren-Long
Zhang, Li-Hong
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-11-18
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
We propose a combinatorial clustering algorithm of cloud model and quantum-behaved particle swarm optimization (COCQPSO) to solve the stochastic problem.
The algorithm employs a novel probability model as well as a permutation-based local search method.
We are setting the parameters of COCQPSO based on the design of experiment.
In the comprehensive computational study, we scrutinize the performance of COCQPSO on a set of widely used benchmark instances.
By benchmarking combinatorial clustering algorithm with state-of-the-art algorithms, we can show that its performance compares very favorably.
The fuzzy combinatorial optimization algorithm of cloud model and quantum-behaved particle swarm optimization (FCOCQPSO) in vague sets (IVSs) is more expressive than the other fuzzy sets.
Finally, numerical examples show the clustering effectiveness of COCQPSO and FCOCQPSO clustering algorithms which are extremely remarkable.
American Psychological Association (APA)
Shan, Mi-Yuan& Zhang, Ren-Long& Zhang, Li-Hong. 2013. Combinatorial Clustering Algorithm of Quantum-Behaved Particle Swarm Optimization and Cloud Model. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-1009287
Modern Language Association (MLA)
Shan, Mi-Yuan…[et al.]. Combinatorial Clustering Algorithm of Quantum-Behaved Particle Swarm Optimization and Cloud Model. Mathematical Problems in Engineering No. 2013 (2013), pp.1-11.
https://search.emarefa.net/detail/BIM-1009287
American Medical Association (AMA)
Shan, Mi-Yuan& Zhang, Ren-Long& Zhang, Li-Hong. Combinatorial Clustering Algorithm of Quantum-Behaved Particle Swarm Optimization and Cloud Model. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-11.
https://search.emarefa.net/detail/BIM-1009287
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1009287