{"id":"https://openalex.org/W4392020258","doi":"https://doi.org/10.1061/jccee5.cpeng-5479","title":"Systemwide Planning with a Branch-and-Price Algorithm for Pavement-Marking Assessment Data Collection via the Mobile Retroreflectivity Unit Routing Model","display_name":"Systemwide Planning with a Branch-and-Price Algorithm for Pavement-Marking Assessment Data Collection via the Mobile Retroreflectivity Unit Routing Model","publication_year":2024,"publication_date":"2024-02-07","ids":{"openalex":"https://openalex.org/W4392020258","doi":"https://doi.org/10.1061/jccee5.cpeng-5479"},"language":"en","primary_location":{"id":"doi:10.1061/jccee5.cpeng-5479","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jccee5.cpeng-5479","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/2305795","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032665939","display_name":"Albert Y. Chen","orcid":"https://orcid.org/0000-0001-6702-9834"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Albert Y. Chen","raw_affiliation_strings":["Professor, Dept. of Civil Engineering, National Taiwan Univ., No. 1, Sec. 4, Roosevelt Rd., Taipei 106, Taiwan (corresponding author). ORCID: "],"raw_orcid":"https://orcid.org/0000-0001-6702-9834","affiliations":[{"raw_affiliation_string":"Professor, Dept. of Civil Engineering, National Taiwan Univ., No. 1, Sec. 4, Roosevelt Rd., Taipei 106, Taiwan (corresponding author). ORCID: ","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044790227","display_name":"Chieh Wang","orcid":"https://orcid.org/0000-0001-8073-7683"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]},{"id":"https://openalex.org/I1309980932","display_name":"National Transportation Research Center","ror":"https://ror.org/011fc0n53","country_code":"US","type":"government","lineage":["https://openalex.org/I1309980932"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chieh R. Wang","raw_affiliation_strings":["R&amp;D Staff Member and Group Leader, Buildings and Transportation Science Division, Oak Ridge National Laboratory, P.O. Box 2008, Oak Ridge, TN 37831"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"R&amp;D Staff Member and Group Leader, Buildings and Transportation Science Division, Oak Ridge National Laboratory, P.O. Box 2008, Oak Ridge, TN 37831","institution_ids":["https://openalex.org/I1289243028","https://openalex.org/I1309980932"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109669176","display_name":"Si-Ting Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Si-Ting Liao","raw_affiliation_strings":["Master\u2019s Student, Dept. of Civil Engineering, National Taiwan Univ., No. 1, Sec. 4, Roosevelt Rd., Taipei 106, Taiwan","Master's Student, Dept. of Civil Engineering, National Taiwan Univ., No. 1, Sec. 4, Roosevelt Rd., Taipei 106, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Master\u2019s Student, Dept. of Civil Engineering, National Taiwan Univ., No. 1, Sec. 4, Roosevelt Rd., Taipei 106, Taiwan","institution_ids":["https://openalex.org/I16733864"]},{"raw_affiliation_string":"Master's Student, Dept. of Civil Engineering, National Taiwan Univ., No. 1, Sec. 4, Roosevelt Rd., Taipei 106, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.231,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48738652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"38","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12546","display_name":"Smart Parking Systems Research","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12306","display_name":"Urban and Freight Transport Logistics","score":0.9890000224113464,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.6119018793106079},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.6049585938453674},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.5767824649810791},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.4983541965484619},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.447083055973053},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4242097735404968},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41786059737205505},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3861793875694275},{"id":"https://openalex.org/keywords/civil-engineering","display_name":"Civil engineering","score":0.3499530553817749},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1621944010257721},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14537936449050903},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09080389142036438}],"concepts":[{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.6119018793106079},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.6049585938453674},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.5767824649810791},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4983541965484619},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.447083055973053},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4242097735404968},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41786059737205505},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3861793875694275},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.3499530553817749},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1621944010257721},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14537936449050903},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09080389142036438},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1061/jccee5.cpeng-5479","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jccee5.cpeng-5479","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:2305795","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/2305795","pdf_url":"https://www.osti.gov/servlets/purl/2305795","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:2305795","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/2305795","pdf_url":"https://www.osti.gov/servlets/purl/2305795","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G1645119126","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G4423657506","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G5726405315","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G6129992089","display_name":null,"funder_award_id":"DE-AC05-","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G6864165199","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G7995982022","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8906985441","display_name":null,"funder_award_id":"00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8943143067","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306108","display_name":"U.S. Department of Transportation","ror":"https://ror.org/02xfw2e90"},{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"},{"id":"https://openalex.org/F4320309978","display_name":"Florida Department of Transportation","ror":"https://ror.org/01v2vzt58"},{"id":"https://openalex.org/F4320316892","display_name":"UT-Battelle","ror":"https://ror.org/04nza6677"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392020258.pdf"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1922181341","https://openalex.org/W1965212759","https://openalex.org/W1967687507","https://openalex.org/W1968247400","https://openalex.org/W1968828222","https://openalex.org/W1969079008","https://openalex.org/W1970063632","https://openalex.org/W1972645701","https://openalex.org/W1973988065","https://openalex.org/W1997421217","https://openalex.org/W2039011874","https://openalex.org/W2043757319","https://openalex.org/W2045640292","https://openalex.org/W2047951022","https://openalex.org/W2054991304","https://openalex.org/W2060846245","https://openalex.org/W2061007938","https://openalex.org/W2074709462","https://openalex.org/W2099391941","https://openalex.org/W2109405343","https://openalex.org/W2119202802","https://openalex.org/W2142044601","https://openalex.org/W2144931885","https://openalex.org/W2163873159","https://openalex.org/W2167580124","https://openalex.org/W2168210873","https://openalex.org/W2172122819","https://openalex.org/W2262276395","https://openalex.org/W2327276693","https://openalex.org/W2444434334","https://openalex.org/W2610228721","https://openalex.org/W2770328471","https://openalex.org/W2782408838","https://openalex.org/W2802520708","https://openalex.org/W2810188946","https://openalex.org/W2814406141","https://openalex.org/W2888553530","https://openalex.org/W2901504829","https://openalex.org/W2912302172","https://openalex.org/W2953793234","https://openalex.org/W2967672688","https://openalex.org/W2995932244","https://openalex.org/W3001060774","https://openalex.org/W3005757297","https://openalex.org/W3040786507","https://openalex.org/W4206581812","https://openalex.org/W4210556152","https://openalex.org/W4390307289"],"related_works":["https://openalex.org/W611386996","https://openalex.org/W2371343292","https://openalex.org/W2186048469","https://openalex.org/W629290331","https://openalex.org/W1967509846","https://openalex.org/W3029267192","https://openalex.org/W617685022","https://openalex.org/W4308662946","https://openalex.org/W2941073738","https://openalex.org/W1509983653"],"abstract_inverted_index":{"The":[0],"visibility":[1],"of":[2,7,56,64,103],"pavement":[3,65],"markings":[4],"is":[5,20],"one":[6],"the":[8,54,98,139,148,163,177],"most":[9],"critical":[10],"factors":[11],"for":[12,22,61,96,143,166,184],"traffic":[13],"safety,":[14],"and":[15,43,101,114,125],"a":[16,92,110,153],"periodical":[17],"assessment":[18,27,63],"plan":[19],"crucial":[21],"maintaining":[23],"this":[24,158],"function.":[25],"Traditional":[26],"methods,":[28,72],"such":[29],"as":[30],"visual":[31],"windshield":[32],"surveys":[33],"or":[34],"manual":[35,71],"testing":[36],"using":[37],"handheld":[38],"devices,":[39],"are":[40],"unsafe,":[41],"time-consuming,":[42],"labor-intensive.":[44],"In":[45],"recent":[46],"years,":[47],"transportation":[48],"agencies":[49],"have":[50,131],"begun":[51],"to":[52,76,108,180],"adopt":[53],"use":[55],"mobile":[57],"retroreflectivity":[58,79],"units":[59],"(MRUs)":[60],"condition":[62],"markings.":[66],"MRUs,":[67],"different":[68],"from":[69,138],"other":[70],"can":[73],"be":[74,181],"utilized":[75],"collect":[77],"large-scale":[78],"data":[80],"in":[81,157],"an":[82,115],"efficient":[83,116],"manner.":[84],"However,":[85],"no":[86],"relevant":[87],"research":[88],"has":[89],"yet":[90],"proposed":[91,149],"mathematical":[93],"optimization":[94],"model":[95,156],"arranging":[97],"evaluation":[99],"schedule":[100],"paths":[102],"MRUs.":[104],"This":[105],"study":[106,159],"aims":[107],"propose":[109],"MRU":[111,141],"routing":[112],"model,":[113],"solution":[117,150,165,178],"methodology.":[118],"A":[119],"branch-and-price":[120],"algorithm,":[121],"including":[122],"column":[123],"generation":[124],"branch-and-bound,":[126],"was":[127],"implemented.":[128],"Computational":[129],"experiments":[130],"been":[132],"conducted":[133],"based":[134],"on":[135],"actual":[136],"tasks":[137,169,187],"Florida":[140],"program":[142],"validation.":[144],"Results":[145],"show":[146],"that":[147],"methodology":[151],"with":[152,168,186],"set":[154],"partitioning":[155],"not":[160],"only":[161],"finds":[162],"optimal":[164],"problems":[167,185],"less":[170,188],"than":[171,189],"60,":[172],"but":[173],"also":[174],"effectively":[175],"narrows":[176],"gap":[179],"within":[182],"1.0%":[183],"131.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-18T10:00:31.954636","created_date":"2025-10-10T00:00:00"}
