首页> 外文会议>Engineering Computation, 2009. ICEC '09 >Quality Reliability-Cost Optimization of Construction Project Based on Genetic Algorithm
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Quality Reliability-Cost Optimization of Construction Project Based on Genetic Algorithm

机译:基于遗传算法的建设工程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个复杂的网络系统,其中质量可靠性是表达质量等级的重要指标,因此质量成本优化是建设项目规划中最关键的方面之一,实际上是一个多目标的优化问题。建立了数学模型,并采用进化算法遗传算法(GA)解决了质量可靠性成本优化问题。在遗传算法的应用中,使用惩罚函数来处理约束。在遗传算法的选择策略中,采用了基于评价函数的排序和最优的保存策略,提高了遗传算法的收敛性能。最后,通过一个测试实例验证了该方法在工程施工中将质量可靠性与成本相结合的优势,有利于成本优化研究。

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