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    Determination of Optimal MR&R Policies for Retaining Life-Cycle Connectivity of Bridge Networks

    Source: Journal of Infrastructure Systems:;2015:;Volume ( 021 ):;issue: 002
    Author:
    Xiaofei Hu
    ,
    Samer Madanat
    DOI: 10.1061/(ASCE)IS.1943-555X.0000226
    Publisher: American Society of Civil Engineers
    Abstract: Bridge management problems are computationally difficult to solve when considering network connectivity, because all bridges must be analyzed together. Past research has usually adopted simulation-based numerical methods, which are inaccurate and time-consuming. In this paper, an analytical and efficient approach is presented to determine the optimal maintenance, rehabilitation, and replacement (MR&R) plan. The objective is to ensure an adequate level of network reliability at the lowest possible life-cycle maintenance cost. Instead of considering the evolution of network reliability over the whole life cycle, the optimization is formulated with a constraint on the lower bound of network reliability, which reduces the network-level problem to one of optimizing the set of reliability levels for individual bridges. For simple decomposable networks, the network-level optimization can be tackled with standard techniques in polynomial time. For complex networks that are nondecomposable, an algorithm is provided to transform the nonlinear integer programming problem into binary integer linear programming. Finally, the framework is extended to networks with multiple origin–destination pairs. The contribution of this paper is a novel approach to solve the network connectivity problem, which makes it possible to use standard optimization tools (with guaranteed convergence to optimality), as opposed to the heuristic algorithms used in related literature.
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      Determination of Optimal MR&R Policies for Retaining Life-Cycle Connectivity of Bridge Networks

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    http://yetl.yabesh.ir/yetl1/handle/yetl/79873
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    contributor authorXiaofei Hu
    contributor authorSamer Madanat
    date accessioned2017-05-08T22:24:21Z
    date available2017-05-08T22:24:21Z
    date copyrightJune 2015
    date issued2015
    identifier other44178107.pdf
    identifier urihttp://yetl.yabesh.ir/yetl/handle/yetl/79873
    description abstractBridge management problems are computationally difficult to solve when considering network connectivity, because all bridges must be analyzed together. Past research has usually adopted simulation-based numerical methods, which are inaccurate and time-consuming. In this paper, an analytical and efficient approach is presented to determine the optimal maintenance, rehabilitation, and replacement (MR&R) plan. The objective is to ensure an adequate level of network reliability at the lowest possible life-cycle maintenance cost. Instead of considering the evolution of network reliability over the whole life cycle, the optimization is formulated with a constraint on the lower bound of network reliability, which reduces the network-level problem to one of optimizing the set of reliability levels for individual bridges. For simple decomposable networks, the network-level optimization can be tackled with standard techniques in polynomial time. For complex networks that are nondecomposable, an algorithm is provided to transform the nonlinear integer programming problem into binary integer linear programming. Finally, the framework is extended to networks with multiple origin–destination pairs. The contribution of this paper is a novel approach to solve the network connectivity problem, which makes it possible to use standard optimization tools (with guaranteed convergence to optimality), as opposed to the heuristic algorithms used in related literature.
    publisherAmerican Society of Civil Engineers
    titleDetermination of Optimal MR&R Policies for Retaining Life-Cycle Connectivity of Bridge Networks
    typeJournal Paper
    journal volume21
    journal issue2
    journal titleJournal of Infrastructure Systems
    identifier doi10.1061/(ASCE)IS.1943-555X.0000226
    treeJournal of Infrastructure Systems:;2015:;Volume ( 021 ):;issue: 002
    contenttypeFulltext
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    DSpace software copyright © 2002-2015  DuraSpace
    نرم افزار کتابخانه دیجیتال "دی اسپیس" فارسی شده توسط یابش برای کتابخانه های ایرانی | تماس با یابش
    yabeshDSpacePersian