运用层次分析法和多属性效用理论预测成本或有事项

Q2 Business, Management and Accounting Journal of Engineering Project and Production Management Pub Date : 2021-05-21 DOI:10.2478/jeppm-2021-0022
A. Shash, Mohammad Al-Salti, Adel Alshibani, Laith A. Hadidi
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引用次数: 3

摘要

摘要:努力预测在保持商业竞争力和实现项目目标之间取得平衡的最佳应急价值,无疑是承包商生存的重要因素。因此,本研究的主要目的是开发沙特阿拉伯建筑项目最佳成本或有价值的数学预测模型。使用层次分析法(AHP)技术来定义公共工程项目中最重要的风险因素。利用多属性效用理论(MAUT)技术测量承包商的风险态度,并通过MATLAB建立效用函数。建立AHP和MAUT模型所需的数据是从17家承包商那里收集的,主要是通过密集的面对面访谈和对开发的结构化问卷的电子邮件回复。综合应急模型反映了风险的基本维度,并考虑了承包商的各种风险态度。该模型已使用面向对象编程在原型软件中实现。使用两个已完成的当地建筑施工项目来验证和证明所开发的模型在推荐沙特阿拉伯建筑项目的最佳成本或有价值时的使用。所开发的模型在估计偶然性方面被证明是可靠的,准确度向高侧倾斜了9%。
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Predicting Cost Contingency Using Analytical Hierarchy Process and Multi Attribute Utility Theory
Abstract An endeavor to predict the optimum contingency value that balances between maintaining business competitiveness and achieving project objectives is definitely an essential contributor to the survival of contractors. The chief objective of this research, therefore, is to develop a mathematical prediction model of the optimum cost contingency value for building projects in Saudi Arabia. The analytical hierarchy process (AHP) technique was used to define the most significant risk factors inherent in public work projects. The multi attribute utility theory (MAUT) technique was used to measure contractors’ risk attitudes and to establish the utility functions through MATLAB. The required data to build the model for the AHP and MAUT were collected from 17 contractors mostly through intensive face-to-face interviews and email-response to a developed structured questionnaire. The integrated contingency model reflects the basic dimensions of risk and considers the various risk attitudes of contractors. The model has been implemented in prototype software using object-oriented programming. Two completed local building construction projects were used to validate and demonstrate the use of the developed model in recommending the optimum cost contingency value for building projects in Saudi Arabia. The developed model was proven reliable in estimating the contingency with an accuracy skewed 9% to the high side.
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来源期刊
Journal of Engineering Project and Production Management
Journal of Engineering Project and Production Management Business, Management and Accounting-Business, Management and Accounting (miscellaneous)
CiteScore
2.30
自引率
0.00%
发文量
24
审稿时长
30 weeks
期刊最新文献
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