UDC 001:004.02, DOI:10.2298/CSIS090804025R

A Multi-attribute Auction Model by Dominance-based Rough Sets Approach

Rong Zhang1, 2, Bin Liu1 and Sifeng Liu2

  1. College of Information and Management Science, Henan Agricultural University
    450002, Zhengzhou, P.R.China
    zr.mis@163.com, liubhnau@163.com
  2. College of Economics and Management, Nanjing University of Aeronautics and Astronautics
    210016, Nanjing, P.R.China
    sfliu@nuaa.edu.cn

Abstract

As an alternative to the price-based traditional auction model, the multi-attribute auction model is an integrated model requiring the simultaneous trade of different types of attributes as the sellers and buyers deal. As a result, the design and modeling of the auction mechanism have become very difficult. This paper proposes a multi-attribute auction model using the dominance-based rough sets approach (DRSA). The multi-attribute decision method by DRSA can directly mine out the preference relations between the attributes of alternatives so that relevant auction mechanisms can be designed. This model uses a natural reasoning procedure similar to that of decision makers. Finally, a numerical example demonstrates the simplicity, efficiency, and feasibility of the proposed auction model.

Key words

ulti-attribute decision, rough sets, auction, DRSA

Digital Object Identifier (DOI)

https://doi.org/10.2298/CSIS090804025R

Publication information

Volume 7, Issue 4 (December 2010)
Year of Publication: 2010
ISSN: 1820-0214 (Print) 2406-1018 (Online)
Publisher: ComSIS Consortium

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How to cite

Zhang, R., Liu, B., Liu, S.: A Multi-attribute Auction Model by Dominance-based Rough Sets Approach. Computer Science and Information Systems, Vol. 7, No. 4, 843-858. (2010), https://doi.org/10.2298/CSIS090804025R