A Multicriteria Decision Method with Uncertain Information in Financial Credit Loan Decision-Making

Liang Liang; Ren Yan Jiang; Yin Liang

doi:10.4028/www.scientific.net/AMM.52-54.1868

Paper Titles

A Multi-Level Matching Filtering Algorithm Based on Similarity
p.1840

Research on the Shear Strength and Microstructure Change Regulation of Cement-Mixed Soil under Erosion Environment
p.1846

A Solution Method for an Optimal Controlled Vibrating Circle Shell by Measure and Classical Trajectory
p.1855

An Optimal Soft Landing Control for Moon Lander by Means of Measures
p.1861

A Multicriteria Decision Method with Uncertain Information in Financial Credit Loan Decision-Making
p.1868

Effect of Stand-Off Distance on Impact Pressure of High-Speed Water Jet Injected in Water
p.1873

Investigation on the Absorption Enhancement Mechanism of Aqueous LiBr Using Surface-Active Agent
p.1879

Effect of Calcinations on Morphology of Electrospun Copper and Copper Oxide Nanofibers
p.1884

Error Compensation of a NC Machining System Based on a Dynamic Feedback Neural Network
p.1890

HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 52-54A Multicriteria Decision Method with Uncertain...

A Multicriteria Decision Method with Uncertain Information in Financial Credit Loan Decision-Making

Abstract:

It is difficult to obtain the correct criteria weights with uncertain information in the multicriteria decision-making. Many methods depend on the subjective estimate. Therefore, a method is presented to evaluate the samples ranking only need the importance order of criteria. It evaluates firstly the overall ranking scores of samples based on the graphical classification and multicriteria hierarchical integrated methods. Subsequently, the relation model between the criteria scores and overall ranking scores of samples is built by linear regression. Finally, a fincial credit loan decision-making problem is presented to describe the way of the multicriteria decisiion making process. The analysis to compare with the AHP method illustrates the proposed method is objective and effective.

You might also be interested in these eBooks

Advances in Mechanical Engineering (ICME)

View Preview

Info:

Periodical:

Applied Mechanics and Materials (Volumes 52-54)

Pages:

1868-1872

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.52-54.1868

Citation:

Cite this paper

Online since:

March 2011

Authors:

Liang Liang, Ren Yan Jiang, Yin Liang

Keywords:

Criteria Weights, Financial Loaning, Multicriteria Decision-Making, Uncertain Information

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

References

[1] Liu Shulin, Wang Shouyang. A New Method for Multiple Attribute Decision Making with Given Preference Information on Alternative[J]. Systems Engineering-Theory & Practice, 1999, 19(4): 12-15(in Chinese).

Google Scholar

[2] Chou Guofang, Li Huaizhu. Simple Algorithm about a New Method for Multiple Attribute Decision Making with Given Preference Information on Alternative[J]. Systems Engineering-Theory & Practice, 2003, 10: 90-93(in Chinese).

Google Scholar

[3] R. Ramanathan. ABC inventory classification with multiple-criteria using weight linear optimization[J]. Computers and Operations Research, 2006, 33(3), p.695–700.

DOI: 10.1016/j.cor.2004.07.014

Google Scholar

[4] Wan Lung Ng. A simple classifier for multiple criteria ABC analysis[J]. European Journal of Operational Research, 2007, 177(1), pp.344-353.

DOI: 10.1016/j.ejor.2005.11.018

Google Scholar

[5] A. Hadi-Vencheh. An improvement to multiple criteria ABC inventory classification[J]. European Journal of Operational Research, 2010, 201(3), pp.962-965.

DOI: 10.1016/j.ejor.2009.04.013

Google Scholar

[6] Huang Chunfen. The study of Multi-criteria Evaluation model of the credit loans process to small and medium sized enterprise[D]. Master degree thesis. Zhejiang University. 2006(in Chinese).

Google Scholar