2019
DOI: 10.1108/ecam-01-2019-0029
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Risk assessment of construction projects in China under traditional and industrial production modes

Abstract: Purpose High risk is one of the most prominent characteristics of the Chinese construction industry, and it poses a significant threat to construction projects. Owing to initiatives aimed at achieving high efficiency, low carbon emissions, etc., industrialization of the construction industry has become an inevitable trend in China. However, it remains to be discussed whether industrialization of construction can reduce the risks entailed in construction projects compared with traditional construction. The pape… Show more

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Cited by 11 publications
(10 citation statements)
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References 36 publications
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“…GA is used to optimize the original weights and thresholds of BPNN, which relys on the principle of fitting error minimum to improve the calculation performance [41]. en the trained GA-BP model is used to simulate the complex nonlinear relationship between risk factors and risk value based on equation (10), and the risk value could be predicted.…”
Section: Optimized Bpnn With Ga (Ga-bp) Ga-bp Neuralmentioning
confidence: 99%
See 1 more Smart Citation
“…GA is used to optimize the original weights and thresholds of BPNN, which relys on the principle of fitting error minimum to improve the calculation performance [41]. en the trained GA-BP model is used to simulate the complex nonlinear relationship between risk factors and risk value based on equation (10), and the risk value could be predicted.…”
Section: Optimized Bpnn With Ga (Ga-bp) Ga-bp Neuralmentioning
confidence: 99%
“…For the sustainable development of China's economy and society, therefore, it is vital to analyze the risk factors of GICP and strengthen risk control to improve the e ciency of government investment. e occurrence of risk is a result of joint actions with many factors, going through the process of "lurk-accumulateoutbreak" [8][9][10]. Risk early-warning could predict risk and present warning status in advance, which realizes the prior management of project risk [11].…”
Section: Introductionmentioning
confidence: 99%
“…Risk is defined as "an uncertain event or condition that, if it occurs, has a positive or negative effect on at least one project objective such as time, cost, span, or quality" [1]. The construction industry carries a higher degree of risks compared to other industries due to its complex and dynamic nature [2]. Risks may have adverse effects on the performance of construction projects [3].…”
Section: Introductionmentioning
confidence: 99%
“…High quality, high efficiency, and sustainable development are receiving unprecedented attention [30], and the production mode involving the installation of prefabricated components is still new for developing countries, such as China [31].…”
Section: Introductionmentioning
confidence: 99%