A bilayer project optimization method for transportation infrastructure management system

dc.contributor.authorWang, H.en
dc.contributor.authorChen, Z.en
dc.contributor.authorLi, L.en
dc.date.accessioned2016-11-08T12:11:16Z
dc.date.available2016-11-08T12:11:16Z
dc.date.issued2015en
dc.descriptionPaper presented at the 34th Annual Southern African Transport Conference 6-9 July 2015 "Working Together to Deliver - Sakha Sonke", CSIR International Convention Centre, Pretoria, South Africa.en
dc.description.abstractWith limit of budget and time, transportation infrastructure maintenance project decision was needed. Optimization is very important for project decision in the Transportation Infrastructure Management System (TIMS) ?due to its multi objectives and factors. However, it has not been widely used in TIMS due to poor performance of conventional optimization models in calculation speed and practical application. Therefore, finding a way to improve performance of optimization models, a novel bilayer project optimization model according to the process of decision-making in transportation management, including budget allocation and project distribution is proposed in this paper. Moreover, Mix of Dynamic Programming (DP) and Genetic Algorithm (GA) were applied to obtain an effective solution. The findings indicated that, this new optimization method can provide a satisfactory and reasonable network-level maintenance schedule for transportation infrastructure. Also maintenance agencies could decide routine management by this model.en
dc.description.sponsorshipThe Minister of Transport, South Africaen
dc.description.sponsorshipTransportation Research Board of the USAen
dc.format.extent14 Pagesen
dc.format.mediumPDFen
dc.identifier.citationWang, H, Chen, Z & Li, L 2015, "A bilayer project optimization method for transportation infrastructure management system", Paper presented at the 34th Annual Southern African Transport Conference 6-9 July 2015 "Working Together to Deliver - Sakha Sonke", CSIR International Convention Centre, Pretoria, South Africa.en
dc.identifier.isbn978-1-920017-63-7en
dc.identifier.urihttp://hdl.handle.net/2263/57734
dc.language.isoenen
dc.publisherSouthern African Transport Conferenceen
dc.rightsSouthern African Transport Conferenceen
dc.subjectBilayer Project Optimizationen
dc.subjectTransportation Infrastructure Management Systemen
dc.subjectNetwork-level Maintenance Scheduleen
dc.subjectMix Algorithm of Dynamic Programming and Geneticen
dc.subject.lcshTransportationen
dc.subject.lcshTransportation -- Africaen
dc.subject.lcshTransportation -- Southern Africaen
dc.titleA bilayer project optimization method for transportation infrastructure management systemen
dc.typePresentationen

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
Wang_Bilayer_2015.pdf
Size:
303.82 KB
Format:
Adobe Portable Document Format
Description:
Presentation