The New Evaluation Model of Bidder's Competitiveness Based on RS-SVM

被引：0

作者：

Yuan, Xiu-e ^{[1
]}

Sun, Xiaoya ^{[1
]}

机构：

[1] N China Elect Power Univ, Dpartment Econ & Management, Baoding, Hebei, Peoples R China

来源：

2009 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), VOLS 1-7 | 2009年

关键词：

RS-SVM; bidding competitiveness; Evaluation model; SUPPORT VECTOR MACHINES;

D O I：

暂无

中图分类号：

TE [石油、天然气工业]; TK [能源与动力工程];

学科分类号：

0807 ; 0820 ;

摘要：

This paper put forward and experienced an effective evaluation method of bidder's competitiveness based on Rough set and Support vector machine algorithm. The model make Rough set to reduce the indexes in the comprehensive evaluation system, thus reducing the dimensions of the input space of SVM, when treating the reduced data as the input space of SVM, the convergence speed and the classify accuracy can be enhanced obviously. Evaluation model proposed in this paper is applied in real example. The result shows that it can evaluate the level of competitiveness accurately, with good evaluation efficiency.

引用

页码：1570 / 1573

页数：4

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