Time-cost-quality trade-off software by using simplified Genetic algorithm for typical-repetitive construction projects

被引:0
|
作者
Abd El Razek, Refaat H. [1 ]
Diab, Ahmed M. [2 ]
Hafez, Sherif M. [2 ]
Aziz, Remon F. [3 ]
机构
[1] Construction Engineering Department, Faculty of Engineering, Zagazig University, Egypt
[2] Structural Engineering Department, Faculty of Engineering, Alexandria University, Egypt
[3] Department of Structural Engineering, Faculty of Engineering, Alexandria University, Egypt
关键词
Economic and social effects - Genetic algorithms - Software testing - Verification - Cost benefit analysis - Quality control - Project management;
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摘要
Time-Cost Optimization TCO is one of the greatest challenges in construction project planning and control, since the optimization of either time or cost, would usually be at the expense of the other. Since there is a hidden trade-off relationship between project and cost, it might be difficult to predict whether the total cost would increase or decrease as a result of the schedule compression. Recently third dimension in trade-off analysis is taken into consideration that is quality of the projects. Few of the existing algorithms are applied in a case of construction project with three-dimensional trade-off analysis, Time-Cost-Quality relationships. The objective of this paper is to presents the development of a practical software system; that named Automatic Multi-objective Typical Construction Resource Optimization System AMTCROS. This system incorporates the basic concepts of Line Of Balance LOB and Critical Path Method CPM in a multi-objective Genetic Algorithms GAs model. The main objective of this system is to provide a practical support for typical construction planners who need to optimize resource utilization in order to minimize project cost and duration while maximizing its quality simultaneously. The application of these research developments in planning the typical construction projects holds a strong promise to: 1) Increase the efficiency of resource use in typical construction projects; 2) Reduce construction duration period; 3) Minimize construction cost (direct cost plus indirect cost); and 4) Improve the quality of newly construction projects. A general description of the proposed software for the Time-Cost-Quality Trade-Off TCQTO is presented. The main inputs and outputs of the proposed software are outlined. The main subroutines and the inference engine of this software are detailed. The complexity analysis of the software is discussed. In addition, the verification, and complexity of the proposed software are proved and tested using a real case study.
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页码:312 / 321
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