Boundary Variable Precision Dominance-Based Rough Set Approach in Multicriteria Sorting Problems

Hong Li; Guo Yin Wang; Guang Lei Gou; Wen Liu

doi:10.4028/www.scientific.net/AMR.734-737.3102

Paper Titles

An Automatic Cloud Service Platform for Learning from Large-Scale Data
p.3085

Application of the Technology of Multi-Source Information Fusion in Industrial Monitoring and Fault Diagnosis
p.3089

Application Research of Improved Ant Colony Algorithm in Hybrid Mobile Agent Routing
p.3093

Approximating Nash Equilibrium Using Genetic Algorithm
p.3098

Boundary Variable Precision Dominance-Based Rough Set Approach in Multicriteria Sorting Problems
p.3102

Clustering Routing Protocol Based on Base Station Authentication with TLEACH in WSN
p.3107

Design and Implementation of Operation Limited Linear List Visualization Demo System
p.3114

Development of Digital Vehicle Information Terminal Hardware System
p.3119

Fuzzy AHP-Based Algorithm for Performance Evaluation of New Socialist Countryside in Northwest Minority Regions of China
p.3124

HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 734-737Boundary Variable Precision Dominance-Based Rough...

Boundary Variable Precision Dominance-Based Rough Set Approach in Multicriteria Sorting Problems

Abstract:

This paper provides a novel method of boundary variable precision dominance-based rough set approach (BVP-DRSA) to solve multicriteria sorting problem that differs from usual classification problems since it takes into account preference orders in the description of objects by condition and decision attributes. The major contribution of our BVP-DRSA method is that it combines variable precision and dominance-based rough set approach (DRSA). This approach is different from the dominance-based rough set approach (DRSA) because it takes boundary into account and can deal with boundary directly. Comparative experiments form datasets of UCI and empirical results shows that our BVP-DRSA is far more efficient than directly using already known classing algorithms and DRSA.

You might also be interested in these eBooks

View Preview

Info:

Periodical:

Advanced Materials Research (Volumes 734-737)

Pages:

3102-3106

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.734-737.3102

Citation:

Cite this paper

Online since:

August 2013

Authors:

Hong Li, Guo Yin Wang, Guang Lei Gou, Wen Liu

Keywords:

Boundary Variable Precision, DRSA, Fault Tolerance, Multicriteria Sorting, Rough Set (RS)

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

References

[1] M. Inuiguchi, Yukihiro Yoshioka: International Journal of Approximate Reasoning. Vol.50 (2009) ,p.1199

Google Scholar

[2] C. Zopounidis,M. Doumpos: European Journal of Operational Research. Vol.138 (2002),p.229

Google Scholar

[3] W. Ho, X.W. Xu: European Journal of Operational Research. Vol.202 (2010),p.16

Google Scholar

[4] J.H. Liou :Applied Soft Computing. Vol.11 (2011),p.4011

Google Scholar

[5] G.Salvatore:European Journal of Operational Research.Vol.198 (2009),p.626

Google Scholar

[6] C. M.Rommens, S. Chakhar, E. Chojnacki, V: an appli-cation in the southern France region Research Report CR-LGI-2010-18, LGI, Ecole Centrale Paris, France, 2010.

Google Scholar

[7] Z.Pawlak:International Journal of Computer and Information Science.Vol. 11 (1982) ,p.341

Google Scholar

[8] S.Greco, B. Matarazzo, R. Slowinski: European Journal of Operational Research.Vol. 117(1999),p.63

Google Scholar

[9] S.Greco, B. Matarazzo, R. Slowinski: European Journal of Operational Research.Vol. 129(2001), p.1.

Google Scholar

[10] S. Greco, B. Matarazzo, R. Slowinski:International Journal of Intelligent Systems.Vol. 17(2002),p.153

Google Scholar

[11] W. Ziarko:Journal of Computer and Systems Sciences.Vol.46 (1993),p.39

Google Scholar

[12] S.Chakhar:Decision Support Systems.Vol.54 (2012),p.372

Google Scholar

[13] B. Jerzy, G. Salvatore:International Journal of Approximate Reasoning.Vol.50 (2009),p.979

Google Scholar

[14] Information on http://archive.ics.uci.edu/ml

Google Scholar

[15] Q.H. Zhang, G.Y. Wang, Y. Xiao:Journal of Software.Vol. 23(2012),p.1745

Google Scholar

[16] H.M. Chen T.R. Li:Knowledge-Based Systems.Vol.31(2012),p.140

Google Scholar