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首页> 外文期刊>Journal of Civil Engineering and Management >OPTIMAL PAVEMENT MAINTENANCE PROGRAMS BASED ON A HYBRID GREEDY RANDOMIZED ADAPTIVE SEARCH PROCEDURE ALGORITHM
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OPTIMAL PAVEMENT MAINTENANCE PROGRAMS BASED ON A HYBRID GREEDY RANDOMIZED ADAPTIVE SEARCH PROCEDURE ALGORITHM

机译:基于混合贪婪随机自适应搜索过程算法的最优路面养护程序

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Insufficient investment in the public sector together with inefficient maintenance infrastructure programs lead to high economic costs in the long term. Thus, infrastructure managers need practical tools to maximize the Long-Term Effectiveness (LTE) of maintenance programs. This paper describes an optimization tool based on a hybrid Greedy Randomized Adaptive Search Procedure (GRASP) considering Threshold Accepting (TA) with relaxed constraints. This tool facilitates the design of optimal maintenance programs subject to budgetary and technical restrictions, exploring the effect of different budgetary scenarios on the overall network condition. The optimization tool is applied to a case study demonstrating its efficiency to analyze real data. Optimized maintenance programs are shown to yield LTE 40% higher than the traditional programs based on a reactive strategy. To extend the results obtained in this case study, a set of simulated scenarios, based on the range of values found in the real example, are also optimized. This analysis concludes that this optimization algorithm enhances the allocation of maintenance funds over the one obtained under a traditional reactive strategy. The sensitivity analysis of a range of budgetary scenarios indicates that the funding level in the early years is a driving factor of the LTE of optimal maintenance programs.
机译:从长远来看,对公共部门的投资不足以及维护基础设施计划的效率低下,会导致高昂的经济成本。因此,基础架构管理者需要实用的工具来最大化维护程序的长期有效性(LTE)。本文介绍了一种基于混合贪婪随机自适应搜索过程(GRASP)的优化工具,该算法考虑了具有宽松约束的阈值接受(TA)。该工具有助于设计受预算和技术限制的最佳维护程序,从而探索不同预算方案对整个网络状况的影响。该优化工具应用于案例研究,证明了其分析实际数据的效率。经证明,经过优化的维护程序比基于被动策略的传统程序产生的LTE高40%。为了扩展在此案例研究中获得的结果,还将基于实际示例中找到的值范围优化一组模拟方案。该分析得出的结论是,这种优化算法比传统的被动策略获得的维护资金分配更高。一系列预算方案的敏感性分析表明,早期的资金水平是LTE最佳维护计划的驱动因素。

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