Scoring of Tenders in Construction Projects Using Group Method of Data Handling

被引:6
|
作者
Mehrabani, Masoud Nouri [1 ]
Golafshani, Emadaldin Mohammadi [1 ]
Ravanshadnia, Mehdi [1 ]
机构
[1] Islamic Azad Univ, Sci & Res Branch, Dept Civil Engn, Tehran, Iran
关键词
Scoring of tenders; Group method of data handling; Construction projects; Bidding; Decision-making; BID/NO-BID DECISION; NEURAL-NETWORKS; SELECTION; MODEL; CONTRACTORS; FRAMEWORK; SYSTEM; TOOL;
D O I
10.1007/s12205-020-1537-5
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
In a competitive construction environment, contractors are often faced with a large number of tenders that compel them to make the best decision in a limited time. In this paper, a decision support system (DSS) based on group method of data handling model (GMDH) was developed for the scoring of tenders (STs). Based on a comprehensive study of the existing literature and experts' opinions, seven criteria were extracted, namely client, contract, company, consulting engineers, project status/situation, risk, and economic criteria as the inputs of the system. To develop the DSS, the data from 135 tenders were collected from the previous tenders of a private construction contractor. The results illustrate that the proposed model, with a negligible error, is reliable in ST. Moreover, the proposed model specifies the score of new tenders, and decision-makers (DMs) can easily make their decisions in prioritizing and evaluating new tenders. Furthermore, a sensitivity analysis was performed to address the importance of the criteria, and it was concluded that the contract related criterion is the most important principle to the contractor. Eventually, a graphical user interface was designed in a user-friendly environment which allows the decision-makers to visualize the S T.
引用
收藏
页码:1996 / 2008
页数:13
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