Innovative strategic multicriteria decision-making selection model of infrastructures projects delivery systems using multiobjective optimization, case of Egypt

被引:0
|
作者
Meshref, Ahmed Nouh [1 ]
Elkasaby, Elsayed [1 ]
Wageh, Omnia [2 ,3 ]
机构
[1] Benha Univ, Dept Civil Engn, Banha, Egypt
[2] Alexandria Univ, Fac Engn, Dept Civil Engn, Alexandria, Egypt
[3] High Inst Engn & Technol, Dept Construct & Bldg Engn, Behera, Egypt
来源
CONSTRUCTION INNOVATION-ENGLAND | 2024年
关键词
Pareto front; Multi-objective optimization; Genetic algorithm; Construction; 4.0; Infrastructure project delivery system (IPDS); 3.0; Building information model (BIM); Simo's procedure; Integrated project delivery system; Decision maker; MANAGEMENT;
D O I
10.1108/CI-11-2022-0301
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
PurposeTo help decision-makers choose appropriate infrastructure project delivery systems (IPDS) and keep up with the construction industry's rapid growth, this study aims to develop a goal optimization technique.This looks into team integration, large production and optimum sustainability. The suggested approach for meeting several infrastructure project objectives is flexible and expandable. This research overcomes the significant discrepancy between the construction industry's progress and the rate at which project delivery methods evolve.Design/methodology/approachThis study examined pertinent literature to choose an appropriate project delivery method and gave information on several elements that affect that decision. After optimization using a genetic algorithm (GA), a Pareto front of solutions has been found. The three construction goals of sustainability, mass production and team integration are all met by the chosen best solution. The four most popular possibilities for studying the suggested approach are five primary categories, each of which has 22 variables, and the weight of each variable was established using Simo's procedure. This is optimized, demonstrating the accuracy of the optimization model.FindingsSustainability, mass production and team integration are the major goals of selecting the finest IPDS. The Pareto-optimal solutions discovered through analysis demonstrated that the created GA is reliable and generates solid outcomes. In fact, it enables decisions that were based on a single criterion to be overturned. The process has therefore demonstrated its efficacy in identifying the ideal answer. First integrated project delivery (IPD), second design-build (DB), third design-bid-build (DBB) and last construction manager at risk (CMR) are the best options. The weight of the aims function has found these rankings to be satisfactory.Practical implicationsThe findings demonstrate that the suggested strategy can lead to optimization, providing the government with a wide range of options for attaining certain project objectives. The ability of this study to evaluate the combined effects of three objectives in choosing the best IPDS, the production of optimal selection solutions (IPDS), which can help with better decision-making when many objectives are present, and the flexibility and extendibility of the suggested approach for achieving priorities in infrastructure projects are what make it unique. This approach was able to select IPDS to meet developments in the construction project.Originality/valueTo confirm the validity of the GA, the factor of error was calculated, which is equal to 1.7599e-08.
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页数:16
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