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Quality Reliability-Cost Optimization of Construction Project based on Genetic Algorithm

机译:基于遗传算法的建筑项目质量可靠性 - 成本优化

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Construction project is regarded as a complex network system in which quality reliability is an important index to express quality grade, so quality -cost Optimization is one of the most crucial aspects of construction project planning, which in fact is a multi objective optimization problem. A mathematical model is established and an evolutionary algorithm genetic algorithm (GA) was employed to solve the quality reliability-cost optimization problem. In the application of GA, penalty function is used to handle the constraint. In the selection strategy of GA, Sorting on the evaluation function and optimal conservation strategy are adopted which improve the convergence performance of GA. Finally, a test example is given to verify the advantage of the new method which combines quality reliability with cost in the construction which is benefit for the cost optimization research.
机译:建设项目被认为是一种复杂的网络系统,其中质量可靠性是表达质量等级的重要指标,因此质量 - 系统优化是建设项目规划最关键的方面之一,其实是一种多目标优化问题。建立了数学模型,采用了一种进化算法遗传算法(GA)来解决质量可靠性 - 成本优化问题。在GA的应用中,惩罚功能用于处理约束。在GA的选择策略中,采用对评估函数的分类和最佳保护策略,从而提高了GA的收敛性能。最后,给出了测试示例来验证新方法的优点,该方法将质量可靠性与建筑成本相结合,这是对成本优化研究有益的。

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