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An Iterative Approach for the Optimization of Pavement Maintenance Management at the Network Level
Pavement maintenance is one of the major issues of public agencies. Insufficient investment or inefficient maintenance strategies lead to high economic expenses in the long term. Under budgetary restrictions, the optimal allocation of resources becomes a crucial aspect. Two traditional approaches (s...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi Publishing Corporation
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3972836/ https://www.ncbi.nlm.nih.gov/pubmed/24741352 http://dx.doi.org/10.1155/2014/524329 |
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author | Torres-Machí, Cristina Chamorro, Alondra Videla, Carlos Pellicer, Eugenio Yepes, Víctor |
author_facet | Torres-Machí, Cristina Chamorro, Alondra Videla, Carlos Pellicer, Eugenio Yepes, Víctor |
author_sort | Torres-Machí, Cristina |
collection | PubMed |
description | Pavement maintenance is one of the major issues of public agencies. Insufficient investment or inefficient maintenance strategies lead to high economic expenses in the long term. Under budgetary restrictions, the optimal allocation of resources becomes a crucial aspect. Two traditional approaches (sequential and holistic) and four classes of optimization methods (selection based on ranking, mathematical optimization, near optimization, and other methods) have been applied to solve this problem. They vary in the number of alternatives considered and how the selection process is performed. Therefore, a previous understanding of the problem is mandatory to identify the most suitable approach and method for a particular network. This study aims to assist highway agencies, researchers, and practitioners on when and how to apply available methods based on a comparative analysis of the current state of the practice. Holistic approach tackles the problem considering the overall network condition, while the sequential approach is easier to implement and understand, but may lead to solutions far from optimal. Scenarios defining the suitability of these approaches are defined. Finally, an iterative approach gathering the advantages of traditional approaches is proposed and applied in a case study. The proposed approach considers the overall network condition in a simpler and more intuitive manner than the holistic approach. |
format | Online Article Text |
id | pubmed-3972836 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Hindawi Publishing Corporation |
record_format | MEDLINE/PubMed |
spelling | pubmed-39728362014-04-16 An Iterative Approach for the Optimization of Pavement Maintenance Management at the Network Level Torres-Machí, Cristina Chamorro, Alondra Videla, Carlos Pellicer, Eugenio Yepes, Víctor ScientificWorldJournal Research Article Pavement maintenance is one of the major issues of public agencies. Insufficient investment or inefficient maintenance strategies lead to high economic expenses in the long term. Under budgetary restrictions, the optimal allocation of resources becomes a crucial aspect. Two traditional approaches (sequential and holistic) and four classes of optimization methods (selection based on ranking, mathematical optimization, near optimization, and other methods) have been applied to solve this problem. They vary in the number of alternatives considered and how the selection process is performed. Therefore, a previous understanding of the problem is mandatory to identify the most suitable approach and method for a particular network. This study aims to assist highway agencies, researchers, and practitioners on when and how to apply available methods based on a comparative analysis of the current state of the practice. Holistic approach tackles the problem considering the overall network condition, while the sequential approach is easier to implement and understand, but may lead to solutions far from optimal. Scenarios defining the suitability of these approaches are defined. Finally, an iterative approach gathering the advantages of traditional approaches is proposed and applied in a case study. The proposed approach considers the overall network condition in a simpler and more intuitive manner than the holistic approach. Hindawi Publishing Corporation 2014-03-11 /pmc/articles/PMC3972836/ /pubmed/24741352 http://dx.doi.org/10.1155/2014/524329 Text en Copyright © 2014 Cristina Torres-Machí et al. https://creativecommons.org/licenses/by/3.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Torres-Machí, Cristina Chamorro, Alondra Videla, Carlos Pellicer, Eugenio Yepes, Víctor An Iterative Approach for the Optimization of Pavement Maintenance Management at the Network Level |
title | An Iterative Approach for the Optimization of Pavement Maintenance Management at the Network Level |
title_full | An Iterative Approach for the Optimization of Pavement Maintenance Management at the Network Level |
title_fullStr | An Iterative Approach for the Optimization of Pavement Maintenance Management at the Network Level |
title_full_unstemmed | An Iterative Approach for the Optimization of Pavement Maintenance Management at the Network Level |
title_short | An Iterative Approach for the Optimization of Pavement Maintenance Management at the Network Level |
title_sort | iterative approach for the optimization of pavement maintenance management at the network level |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3972836/ https://www.ncbi.nlm.nih.gov/pubmed/24741352 http://dx.doi.org/10.1155/2014/524329 |
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