{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T06:24:51Z","timestamp":1772087091046,"version":"3.50.1"},"reference-count":80,"publisher":"American Society of Civil Engineers (ASCE)","issue":"12","content-domain":{"domain":["ascelibrary.org"],"crossmark-restriction":true},"short-container-title":["J. Transp. Eng."],"published-print":{"date-parts":[[2012,12]]},"DOI":"10.1061\/(asce)te.1943-5436.0000458","type":"journal-article","created":{"date-parts":[[2012,5,29]],"date-time":"2012-05-29T22:04:11Z","timestamp":1338329051000},"page":"1411-1421","update-policy":"https:\/\/doi.org\/10.1061\/do.news.20190416.0001","source":"Crossref","is-referenced-by-count":63,"title":["Framework for Multiobjective Optimization of Physical Highway Assets Investments"],"prefix":"10.1061","volume":"138","author":[{"given":"Zheng","family":"Wu","sequence":"first","affiliation":[{"name":"Asian Development Bank, Manila, Philippines."}]},{"given":"Gerardo","family":"Flintsch","sequence":"additional","affiliation":[{"name":"Virgina Tech Transportation Institute, Virginia Tech, Blacksburg, VA 24061 (corresponding author)."}]},{"given":"Adelino","family":"Ferreira","sequence":"additional","affiliation":[{"name":"Dept. of Civil Engineering, Univ. of Coimbra, Portugal."}]},{"given":"Lu\u00eds de","family":"Picado-Santos","sequence":"additional","affiliation":[{"name":"Dept. of Civil Engineering, Architecture, and Georesources, Technical Univ. of Lisbon, Lisbon, Portugal."}]}],"member":"30","reference":[{"key":"e_1_3_1_2_1","unstructured":"Backer P.et al. (2008). \u201cIntegration of performance indicators.\u201d World Road Association (PIARC) TC 4.1.2 Rep. 2008R06 The World Road Association Paris France."},{"key":"e_1_3_1_3_1","doi-asserted-by":"crossref","unstructured":"Cafiso S. Graziano A. D. Kerali H. R. and Odoki J. B. (2002). \u201cMulticriteria analysis method for pavement maintenance management.\u201d Transp. Res. Rec.: J. Transp. Res. Board No. 1816 Transportation Research Board of the National Academies Washington DC. 73\u201384.","DOI":"10.3141\/1816-09"},{"key":"e_1_3_1_4_1","unstructured":"Cambridge Systematics Inc. (CS). (2006). Performance measures and targets for transportation asset management National Cooperative Highway Research Program (NCHRP) Rep. 551 Washington DC."},{"key":"e_1_3_1_5_1","unstructured":"Cambridge Systematics Inc. (CS) PB Consult System Metric Group. (2005). Analytical tools for asset management National Cooperative Highway Research Program (NCHRP) Rep. 545 \u2329http:\/\/onlinepubs.trb.org\/onlinepubs\/nchrp\/nchrp_rpt_545.pdf\u232a (Jan. 28 2012)."},{"key":"e_1_3_1_6_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1076-0342(2003)9:4(167)"},{"key":"e_1_3_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(77)81007-2"},{"key":"e_1_3_1_8_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.1.2.138"},{"key":"e_1_3_1_9_1","doi-asserted-by":"crossref","unstructured":"Chowdhury M. and Tan P. (2005). \u201cInvestment analysis using the constraint multiobjective programming method.\u201d Transp. Res. Rec.: J. Transp. Res. Board No. 1924 Transportation Research Board of the National Academies Washington DC. 231\u2013237.","DOI":"10.1177\/0361198105192400129"},{"key":"e_1_3_1_10_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1076-0342(2000)6:4(138)"},{"key":"e_1_3_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF01197559"},{"key":"e_1_3_1_12_1","unstructured":"Davis C. F. and Campbell G. M. (1995). \u201cSelection of pavement markings using multicriteria decision making.\u201d Transp. Res. Rec.: J. Transp. Res. Board No. 1509 Transportation Research Board of the National Academies Washington DC. 28\u201337."},{"key":"e_1_3_1_13_1","doi-asserted-by":"crossref","unstructured":"Dissanayake S. Lu J. J. Chu X. and Turner P. (1999). \u201cUse of multicriteria decision making to identify the critical highway safety needs of special population groups.\u201d Transp. Res. Rec.: J. Transp. Res. Board No. 1693 Transportation Research Board of the National Academies Washington DC. 13\u201317.","DOI":"10.3141\/1693-03"},{"key":"e_1_3_1_14_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9364(2005)131:4(477)"},{"key":"e_1_3_1_15_1","unstructured":"Federal Highway Administration (FHwA). (1999). Asset management primer U.S. Dept. of Transportation Washington DC."},{"key":"e_1_3_1_16_1","unstructured":"Federal Highway Administration (FHwA) International Technology Exchange Program. (2005). \u201cTransportation asset management in Australia Canada England and New Zealand.\u201d FHWA-PL-05-019 U.S. Department of Transportation Washington D.C. (Sep. 2012)."},{"key":"e_1_3_1_17_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1076-0342(2004)10:4(157)"},{"key":"e_1_3_1_18_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-947X(2000)126:5(367)"},{"key":"e_1_3_1_19_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1076-0342(2006)12:2(112)"},{"key":"e_1_3_1_20_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1076-0342(2006)12:1(1)"},{"key":"e_1_3_1_21_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1076-0342(1999)5:2(61)"},{"key":"e_1_3_1_22_1","unstructured":"Gilchrist T.et al. (2008). \u201cAsset management practice.\u201d World Road Association (PIARC) TC 4.1.1 Rep. 2008R11 World Road Association (PIARC) TC 4.1.2 Rep. 2008R06 The World Road Association Paris France."},{"key":"e_1_3_1_23_1","volume-title":"Multiobjective decision analysis with engineering and business applications","author":"Goicoechea A.","year":"1982"},{"key":"e_1_3_1_24_1","volume-title":"Genetic algorithms in search, optimization and machine learning","author":"Goldberg D.","year":"1989"},{"key":"e_1_3_1_25_1","unstructured":"Guerre J. Gaudet M. and Leonard K. (2007). \u201cApplications of asset management in programming and budgeting peer exchange.\u201d FHWA Rep. Grant No. DTFH61-04-D-00014 U.S. Department of Transportation Washington D.C."},{"key":"e_1_3_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1971.4308298"},{"key":"e_1_3_1_27_1","volume-title":"Adaptation in natural and artificial systems","author":"Holland J.","year":"1975"},{"key":"e_1_3_1_28_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1076-0342(1997)3:4(134)"},{"key":"e_1_3_1_29_1","volume-title":"Infrastructure management: Integrating design, construction, maintenance, rehabilitation, and renovation","author":"Hudson W. R.","year":"1997"},{"key":"e_1_3_1_30_1","volume-title":"Goal programming and extensions","author":"Ignizio J. P.","year":"1976"},{"key":"e_1_3_1_31_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2003.06.005"},{"key":"e_1_3_1_32_1","volume-title":"Decision with multiple objectives\u2014Preferences and value tradeoffs","author":"Keeney R. L.","year":"1976"},{"key":"e_1_3_1_33_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1076-0342(1995)1:4(230)"},{"key":"e_1_3_1_34_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5025-9_8"},{"key":"e_1_3_1_35_1","doi-asserted-by":"crossref","unstructured":"Li Z. and Sinha K. C. (2004). \u201cMethodology for multicriteria decision making in highway asset management.\u201d Transp. Res. Rec.: J. Transp. Res. Board No. 1885 Transportation Research Board of the National Academies Washington DC. 79\u201387.","DOI":"10.3141\/1885-12"},{"key":"e_1_3_1_36_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1076-0342(2009)15:2(95)"},{"key":"e_1_3_1_37_1","doi-asserted-by":"publisher","DOI":"10.1111\/0885-9507.00075"},{"key":"e_1_3_1_38_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9445(2005)131:5(833)"},{"key":"e_1_3_1_39_1","unstructured":"Lounis Z. and Vanier D. J. (1998). \u201cOptimization of bridge maintenance management using Markovian models.\u201d Proc. Int. Conf. on Short and Medium Span Bridges Zhu Y. and Raymond Issa R. eds. Vol. 2 Calgary Alberta 1045\u20131053."},{"key":"e_1_3_1_40_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00158-003-0368-6"},{"key":"e_1_3_1_41_1","volume-title":"The handbook of highway engineering","author":"McNeil S.","year":"2006"},{"key":"e_1_3_1_42_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)TE.1943-5436.0000069"},{"key":"e_1_3_1_43_1","volume-title":"Nonlinear multiobjective optimization","author":"Miettinen K.","year":"1999"},{"key":"e_1_3_1_44_1","unstructured":"Miettinen K. (2001). \u201cSome methods for nonlinear multi-objective optimization.\u201d Evolutionary Multi-Criterion Optimization: First Int. Conf. EMO Proc. Zitzler E. Deb K. Thiele L. Coello Coello C. A. and Corne D. eds. Springer-Verlag London UK 1\u201320."},{"key":"e_1_3_1_45_1","doi-asserted-by":"publisher","DOI":"10.1111\/0885-9507.00170"},{"key":"e_1_3_1_46_1","doi-asserted-by":"crossref","unstructured":"Morcous G. (2007). \u201cPareto analysis for multicriteria optimization of bridge preservation decisions.\u201d Transp. Res. Rec.: J. Transp. Res. Board No. 1991 Transportation Research Board of the National Academies Washington DC. 62\u201368.","DOI":"10.3141\/1991-08"},{"key":"e_1_3_1_47_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9445(2006)132:11(1821)"},{"key":"e_1_3_1_48_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2003.06.003"},{"key":"e_1_3_1_49_1","volume-title":"Asset management for the roads sector","author":"Organization of Economic Cooperation and Development (OECD)","year":"2001"},{"key":"e_1_3_1_50_1","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-280910-1.50012-X"},{"key":"e_1_3_1_51_1","volume-title":"Manuale di Economica Politica","author":"Pareto V.","year":"1906"},{"key":"e_1_3_1_52_1","unstructured":"Patidar V. Labi S. Sinha K. C. and Thompson P. (2007). \u201cMulti-objective optimization for bridge management systems.\u201d National Cooperative Highway Research Program (NCHRP) Rep. 590 Transporation Research Board Washington D.C."},{"key":"e_1_3_1_53_1","unstructured":"Pesti G. Khattak A. J. Kannan V. and McCoy P. T. (2003). Decision aid for prioritizing bridge deck anti-icing system installations CD-ROM 82nd Transportation Research Board of the National Academies Washington DC."},{"key":"e_1_3_1_54_1","doi-asserted-by":"crossref","unstructured":"Pilson C. Hudson W. R. and Anderson V. (1999). \u201cMultiobjective optimization in pavement management by using genetic algorithms and efficient surfaces.\u201d Transp. Res. Rec.: J. Transp. Res. Board No. 1655 Transportation Research Board of the National Academies Washington DC. 42\u201348.","DOI":"10.3141\/1655-07"},{"key":"e_1_3_1_55_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-947X(1995)121:4(345)"},{"key":"e_1_3_1_56_1","doi-asserted-by":"crossref","unstructured":"Ravirala V. Grivas D. A. Madan A. and Schultz B. C. (1996). \u201cMulticriteria optimization method for network-level bridge management.\u201d Transp. Res. Rec.: J. Transp. Res. Board No. 1561 Transportation Research Board of the National Academies Washington DC. 37\u201343.","DOI":"10.1177\/0361198196156100105"},{"key":"e_1_3_1_57_1","doi-asserted-by":"publisher","DOI":"10.1108\/13552519910257041"},{"issue":"1","key":"e_1_3_1_58_1","first-page":"16","article-title":"Harnessing ingenuity for sustainable outcomes","volume":"29","author":"Richards D.","year":"1999","journal-title":"The Bridge"},{"key":"e_1_3_1_59_1","volume-title":"The analytic hierarchy process: Planning, priority setting, resource allocation","author":"Saaty T. L.","year":"1980"},{"key":"e_1_3_1_60_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)1076-0342(2003)9:3(98)"},{"key":"e_1_3_1_61_1","first-page":"265","volume-title":"Prioritization of pavement stretches using fuzzy MCDM approach\u2014A case study, soft computing in industrial applications","author":"Sandra A.","year":"2007"},{"key":"e_1_3_1_62_1","unstructured":"Sinha K. C. and Fwa T. F. (1987). \u201cOn the Concept of Total Highway Management.\u201d Transportation Research Record 1229 Transportation Research Board National Research Council Washington D.C."},{"key":"e_1_3_1_63_1","unstructured":"Sinha K. C. Muthusubramanyam M. and Ravindran A. (1981). \u201cOptimization approach for allocation of funds for maintenance and preservation of the existing highway system.\u201d Transp. Res. Rec.: J. Transp. Res. Board No. 826 Transportation Research Board of the National Academies Washington DC. 5\u20138."},{"key":"e_1_3_1_64_1","volume-title":"Applications of multicriteria optimization in engineering and the sciences (a survey). Multiple criteria decision making\u2014Past decade and future trends","author":"Stadler W.","year":"1984"},{"key":"e_1_3_1_65_1","volume-title":"Multiple criteria optimization: Theory, computation, and applications","author":"Steuer R. E.","year":"1986"},{"key":"e_1_3_1_66_1","doi-asserted-by":"publisher","DOI":"10.1111\/0885-9507.00135"},{"key":"e_1_3_1_67_1","volume-title":"The handbook of highway engineering","author":"Uddin W.","year":"2006"},{"key":"e_1_3_1_68_1","unstructured":"U.S. Dept. of Transportation (US DOT) and Federal Highway Administration. (1999). Asset management primer Publication No. FHWA-IF-00-010 Washington DC."},{"key":"e_1_3_1_69_1","doi-asserted-by":"publisher","DOI":"10.1016\/0377-2217(90)90056-H"},{"key":"e_1_3_1_70_1","doi-asserted-by":"crossref","unstructured":"Wang F. Zhang Z. and Machemehl R. B. (2003). Decision making problem for managing pavement maintenance and rehabilitation projects CD-ROM 82nd Transportation Research Board of the National Academies Washington DC.","DOI":"10.3141\/1853-03"},{"key":"e_1_3_1_71_1","doi-asserted-by":"crossref","unstructured":"Wang K. C. P. Nguyen V. and Zaniewski J. P. (2007). \u201cGenetic algorithms-based network optimization system with multiple objectives.\u201d Transp. Res. Rec.: J.Transp. Res. Board No. 2016 Transportation Research Board of the National Academies Washington DC. 85\u201396.","DOI":"10.3141\/2016-10"},{"key":"e_1_3_1_72_1","unstructured":"Wu Z. and Flintsch G. W. (2007). \u201cA network-level optimization model for pavement maintenance and rehabilitation programming.\u201d Proc. 5th Int. Conf. on Maintenance and Rehabilitation of Pavements and Technological Control Lee H. D. and Asghar Bhatti M. eds. Univ. of Iowa Public Policy Center Iowa City Iowa 517\u2013522."},{"key":"e_1_3_1_73_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)TE.1943-5436.0000006"},{"key":"e_1_3_1_74_1","doi-asserted-by":"crossref","unstructured":"Wu Z. Flintsch G. W. and Chowdhury T. (2008). \u201cA hybrid multi-objective optimization model for regional pavement preservation resource allocation.\u201d Transp. Res. Rec.: J. Transp. Res. Board No. 2084 National Research Council Washington D.C. 28\u201337.","DOI":"10.3141\/2084-04"},{"key":"e_1_3_1_75_1","unstructured":"Xiong H. and Shi Q. X. (2004). \u201cMulti-objective optimization of concrete bridge deck maintenance.\u201d CD-ROM 83rd Transportation Research Board of the National Academies Washington DC."},{"key":"e_1_3_1_76_1","first-page":"85","volume-title":"Compromise solutions, domination structures and Salukvadze\u2019s solution. Multicriteria decision making and differential games","author":"Yu P. L.","year":"1976"},{"key":"e_1_3_1_77_1","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1963.1105511"},{"key":"e_1_3_1_78_1","unstructured":"Zarghampour H. (2008). \u201cAsset management in practice.\u201d CD-ROM 3rd European Conf. on Pavement and Asset Management University of Coimbra Coimbra Portugal."},{"key":"e_1_3_1_79_1","volume-title":"Multiple criteria decision making","author":"Zeleny M.","year":"1973"},{"key":"e_1_3_1_80_1","volume-title":"Multiple criteria decision making","author":"Zeleny M.","year":"1982"},{"key":"e_1_3_1_81_1","doi-asserted-by":"publisher","DOI":"10.1061\/(ASCE)0733-9364(2005)131:1(81)"}],"container-title":["Journal of Transportation Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/ascelibrary.org\/doi\/pdf\/10.1061\/%28ASCE%29TE.1943-5436.0000458","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,10]],"date-time":"2022-06-10T21:44:44Z","timestamp":1654897484000},"score":1,"resource":{"primary":{"URL":"https:\/\/ascelibrary.org\/doi\/10.1061\/%28ASCE%29TE.1943-5436.0000458"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,12]]},"references-count":80,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2012,12]]}},"alternative-id":["10.1061\/(ASCE)TE.1943-5436.0000458"],"URL":"https:\/\/doi.org\/10.1061\/(asce)te.1943-5436.0000458","relation":{},"ISSN":["0733-947X","1943-5436"],"issn-type":[{"value":"0733-947X","type":"print"},{"value":"1943-5436","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,12]]},"assertion":[{"value":"2011-08-31","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2012-05-24","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2012-05-29","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}