A matheuristic approach to integrate humping and pullout sequencing operations at railroad hump yards
This article presents a novel matheuristic for solving the hump yard block‐to‐track assignment problem. This is an important problem arising in the railway freight industry and involves scheduling the transitions of a set of rail cars from a set of inbound trains to a set of outbound trains over a c...
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Veröffentlicht in: | Networks 2016-03, Vol.67 (2), p.126-138 |
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description | This article presents a novel matheuristic for solving the hump yard block‐to‐track assignment problem. This is an important problem arising in the railway freight industry and involves scheduling the transitions of a set of rail cars from a set of inbound trains to a set of outbound trains over a certain planning horizon. It was also the topic of the 2014 challenge organized by the Railway Applications Section of the Institute for Operations Research and the Management Sciences for which the proposed matheuristic was awarded first prize. Our approach decomposes the problem into three highly dependent subproblems. Optimization‐based strategies are adopted for two of these, while the third is solved using a greedy heuristic. We demonstrate the efficiency of the complete framework on the official datasets, where solutions within 4–14% of a known lower bound (to a relaxed problem) are found. We further show that improvements of around 8% can be achieved if outbound trains are allowed to be delayed by up to 2 h in the hope of ensuring an earlier connection for some of the rail cars. © 2015 Wiley Periodicals, Inc. NETWORKS, Vol. 67(2), 126–138 2016 |
doi_str_mv | 10.1002/net.21665 |
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We further show that improvements of around 8% can be achieved if outbound trains are allowed to be delayed by up to 2 h in the hope of ensuring an earlier connection for some of the rail cars. © 2015 Wiley Periodicals, Inc. 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We further show that improvements of around 8% can be achieved if outbound trains are allowed to be delayed by up to 2 h in the hope of ensuring an earlier connection for some of the rail cars. © 2015 Wiley Periodicals, Inc. NETWORKS, Vol. 67(2), 126–138 2016</description><subject>block-to-track assignment</subject><subject>freight train Optimization</subject><subject>Freight trains</subject><subject>hump yard optimization</subject><subject>matheuristic</subject><subject>mixed integer programming</subject><subject>Networks</subject><subject>Operations research</subject><subject>Railroad cars</subject><subject>Railroad engineering</subject><subject>Rails</subject><subject>Railways</subject><subject>rolling horizon</subject><subject>Trains</subject><issn>0028-3045</issn><issn>1097-0037</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNp1kLlOAzEQhi0EEuEoeANLNFAs2F57jzIK4RARpABBZzneWWLYC9sryNvjZIECiWo04-8bjX-Ejig5o4Sw8wb8GaNJIrbQiJI8jQiJ0200Cm9ZFBMudtGec6-EUCpoNkIwxrXyS-itcd5orLrOtkovsW-xaTy8WOUBL_u6M80LVk2Bu76q2t5jB-89NHo9bjsImGkbh5XHVpkq7Cg2Fl4pW7gDtFOqysHhd91Hj5fTh8l1NLu_upmMZ5HmIhERgCgXvCQQL2KR5UIRlWd5qctFsq5UCxC8hAyoUkxrlguRFUHMeAIsdPE-Ohn2hk-E65yXtXEaqko10PZO0owQnlPO44Ae_0Ff29424TpJ04TlnPGcBep0oLRtnbNQys6aWtmVpESuA5chcLkJPLDnA_thKlj9D8q76cOPEQ1GyB4-fw1l32SSxqmQT3dXcn4xeb6dzJnk8Re8yJJD</recordid><startdate>201603</startdate><enddate>201603</enddate><creator>Haahr, Jørgen Thorlund</creator><creator>Lusby, Richard Martin</creator><general>Blackwell Publishing Ltd</general><general>Wiley Subscription Services, Inc</general><scope>BSCLL</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>201603</creationdate><title>A matheuristic approach to integrate humping and pullout sequencing operations at railroad hump yards</title><author>Haahr, Jørgen Thorlund ; Lusby, Richard Martin</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4565-ee5fb4f0e3b35895a0a989fcfb6989f1c5e54fe8e1aa2cc29558d565846e22953</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>block-to-track assignment</topic><topic>freight train Optimization</topic><topic>Freight trains</topic><topic>hump yard optimization</topic><topic>matheuristic</topic><topic>mixed integer programming</topic><topic>Networks</topic><topic>Operations research</topic><topic>Railroad cars</topic><topic>Railroad engineering</topic><topic>Rails</topic><topic>Railways</topic><topic>rolling horizon</topic><topic>Trains</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Haahr, Jørgen Thorlund</creatorcontrib><creatorcontrib>Lusby, Richard Martin</creatorcontrib><collection>Istex</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>Networks</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Haahr, Jørgen Thorlund</au><au>Lusby, Richard Martin</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A matheuristic approach to integrate humping and pullout sequencing operations at railroad hump yards</atitle><jtitle>Networks</jtitle><addtitle>NETWORKS</addtitle><date>2016-03</date><risdate>2016</risdate><volume>67</volume><issue>2</issue><spage>126</spage><epage>138</epage><pages>126-138</pages><issn>0028-3045</issn><eissn>1097-0037</eissn><coden>NTWKAA</coden><abstract>This article presents a novel matheuristic for solving the hump yard block‐to‐track assignment problem. 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subjects | block-to-track assignment freight train Optimization Freight trains hump yard optimization matheuristic mixed integer programming Networks Operations research Railroad cars Railroad engineering Rails Railways rolling horizon Trains |
title | A matheuristic approach to integrate humping and pullout sequencing operations at railroad hump yards |
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