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Multi-strategy budget allocation decision support system for seismic rehabilitation of road infrastructure

机译:道路基础设施抗震修复的多策略预算分配决策支持系统

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摘要

Economic efficiency is an important factor in seismic rehabilitation of road infrastructures. An inventory of structures is screened to identify seismically deficient parts and prioritise them in the order of need for rehabilitation purposes. In most cases, the financial resources for road infrastructure rehabilitation projects are limited. Therefore, there is a need to efficiently allocate resources to various projects. This article presents a multi-strategy decision support system (DSS) for seismic rehabilitation budget allocation across existing road infrastructures. This DSS employs a multi-criteria assessment module that takes into account different criteria to estimate the financial needs for rehabilitation and to establish an allocation methodology based on the available budget in a fiscal year. To select the optimal package of projects, a genetic algorithm (GA) optimisation module is developed. Multi-objective decision-making is conducted under a specific decision strategy (DS) by solving a (0-1) Knapsack problem. To demonstrate the applicability of the GA-based approach, a hypothetical decision-making problem is presented. The results reveal that the optimal package is more sensitive to the available budget and DS than to the weights of criteria and project scores. Using this system, managers can compare their decisions for different strategies and significantly improve management efficiency.
机译:经济效率是道路基础设施进行地震修复的重要因素。筛选结构清单以识别地震力不足的部分,并按需要进行修复的顺序对它们进行优先排序。在大多数情况下,道路基础设施修复项目的财政资源有限。因此,需要有效地将资源分配给各种项目。本文提出了一种多策略决策支持系统(DSS),用于在现有道路基础设施上分配地震修复预算。该DSS采用了多标准评估模块,该模块考虑了不同的标准,以估算康复所需的资金,并根据一个财政年度的可用预算建立分配方法。为了选择最佳的项目包,开发了遗传算法(GA)优化模块。通过解决(0-1)背包问题,可以在特定的决策策略(DS)下进行多目标决策。为了证明基于GA的方法的适用性,提出了一个假设的决策问题。结果表明,最佳方案对可用预算和DS的敏感度要比对标准和项目分数的权重敏感。使用该系统,管理人员可以比较他们针对不同策略的决策,并显着提高管理效率。

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