{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T07:44:05Z","timestamp":1761896645932,"version":"3.37.3"},"reference-count":24,"publisher":"Wiley","license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100003141","name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","doi-asserted-by":"publisher","award":["1340","280712","236154","269890","280081","3058"],"award-info":[{"award-number":["1340","280712","236154","269890","280081","3058"]}],"id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003141","name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","doi-asserted-by":"publisher","award":["1340","280712","236154","269890","280081","3058"],"award-info":[{"award-number":["1340","280712","236154","269890","280081","3058"]}],"id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003141","name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","doi-asserted-by":"publisher","award":["1340","280712","236154","269890","280081","3058"],"award-info":[{"award-number":["1340","280712","236154","269890","280081","3058"]}],"id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003141","name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","doi-asserted-by":"publisher","award":["1340","280712","236154","269890","280081","3058"],"award-info":[{"award-number":["1340","280712","236154","269890","280081","3058"]}],"id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003141","name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","doi-asserted-by":"publisher","award":["1340","280712","236154","269890","280081","3058"],"award-info":[{"award-number":["1340","280712","236154","269890","280081","3058"]}],"id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003141","name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","doi-asserted-by":"publisher","award":["1340","280712","236154","269890","280081","3058"],"award-info":[{"award-number":["1340","280712","236154","269890","280081","3058"]}],"id":[{"id":"10.13039\/501100003141","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Scientific Programming"],"published-print":{"date-parts":[[2017]]},"abstract":"<jats:p>Characterizing the preferences of a decision maker in a multicriteria decision is a complex task that becomes even harder if the information available is limited. This paper addresses a particular case of project portfolio selection; in this case, the measures of project impacts are not assumed, and the available information is only projects\u2019 ranking and costs. Usually, resource allocation follows the ranking priorities until they are depleted. This action leads to a feasible solution, but not necessarily to a good portfolio. In this paper, a good portfolio is found by solving a multiobjective problem. To effectively address such dimensionality, the decision maker\u2019s preferences in the form of a fuzzy relational system are incorporated in an ant-colony algorithm. The Region of Interest is approached by solving a surrogate triobjective problem. The results show that the reduction of the dimensionality supports the decision maker in choosing the best portfolio.<\/jats:p>","DOI":"10.1155\/2017\/1083062","type":"journal-article","created":{"date-parts":[[2017,12,7]],"date-time":"2017-12-07T18:30:15Z","timestamp":1512671415000},"page":"1-10","source":"Crossref","is-referenced-by-count":1,"title":["Design and Solution of a Surrogate Model for Portfolio Optimization Based on Project Ranking"],"prefix":"10.1155","volume":"2017","author":[{"given":"Eduardo","family":"Fernandez","sequence":"first","affiliation":[{"name":"Faculty of Civil Engineering, Autonomous University of Sinaloa, Calz. de las Americas Nte., S\/N, Cd. Universitaria, 80013 Culiac\u00e1n Rosales, SIN, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1455-4480","authenticated-orcid":true,"given":"Claudia","family":"G\u00f3mez-Santill\u00e1n","sequence":"additional","affiliation":[{"name":"Postgraduate & Research Division, National Mexican Technology\/Madero Institute of Technology, Juventino Rosas 206, 89440 Ciudad Madero, TAMPS, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Laura","family":"Cruz-Reyes","sequence":"additional","affiliation":[{"name":"Postgraduate & Research Division, National Mexican Technology\/Madero Institute of Technology, Juventino Rosas 206, 89440 Ciudad Madero, TAMPS, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4745-2325","authenticated-orcid":true,"given":"Nelson","family":"Rangel-Valdez","sequence":"additional","affiliation":[{"name":"Postgraduate & Research Division, National Mexican Technology\/Madero Institute of Technology, Juventino Rosas 206, 89440 Ciudad Madero, TAMPS, Mexico"},{"name":"CONACyT and Postgraduate & Research Division, National Mexican Technology\/Madero Institute of Technology, Ciudad Madero, TAMPS, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shulamith","family":"Bastiani","sequence":"additional","affiliation":[{"name":"Postgraduate & Research Division, National Mexican Technology\/Madero Institute of Technology, Juventino Rosas 206, 89440 Ciudad Madero, TAMPS, Mexico"},{"name":"National Mexican Institute of Technology\/Tijuana Institute of Technology, Blvd. Alberto Lim\u00f3n Padilla y Av. ITR Tijuana, S\/N, Mesa Otay, 22500 Tijuana, BC, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"first-page":"400","volume-title":"Resource allocation decisions","year":"2007","key":"1"},{"first-page":"3","volume-title":"An invitation to portfolio decision analysis","year":"2011","key":"2"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1016\/0305-0548(96)81768-0"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-30504-7_10"},{"key":"5","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2003.810819"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1016\/S0377-2217(02)00708-7"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2006.07.003"},{"issue":"1","key":"8","doi-asserted-by":"crossref","first-page":"36","DOI":"10.4156\/jcit.vol7.issue1.5","volume":"7","year":"2012","journal-title":"Journal of Convergence Information Technology"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1080\/18756891.2015.1129590"},{"issue":"4","key":"10","doi-asserted-by":"crossref","first-page":"361","DOI":"10.1111\/1467-9310.00225","volume":"31","year":"2001","journal-title":"R&D Management"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/891781"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1016\/j.seps.2005.02.002"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1504\/IJOR.2009.025007"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.12785\/amis\/080405"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2014.09.018"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2014.12.003"},{"key":"18","doi-asserted-by":"publisher","DOI":"10.1109\/tfuzz.2013.2260758"},{"key":"19","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2004.07.069"},{"key":"20","doi-asserted-by":"publisher","DOI":"10.1037\/h0043158"},{"key":"25","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2012.11.018"},{"key":"26","first-page":"133","volume-title":"The Outranking Approach and the Foundations of ELECTRE methods","volume":"31","year":"1990"},{"key":"27","series-title":"International Series in Operations Research & Management Science","first-page":"164","volume-title":"Electre methods","volume":"78","year":"2005"},{"key":"28","doi-asserted-by":"publisher","DOI":"10.1109\/4235.585892"},{"key":"29","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2008.11.025"}],"container-title":["Scientific Programming"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2017\/1083062.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2017\/1083062.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/sp\/2017\/1083062.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2017,12,7]],"date-time":"2017-12-07T18:30:32Z","timestamp":1512671432000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/sp\/2017\/1083062\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"references-count":24,"alternative-id":["1083062","1083062"],"URL":"https:\/\/doi.org\/10.1155\/2017\/1083062","relation":{},"ISSN":["1058-9244","1875-919X"],"issn-type":[{"type":"print","value":"1058-9244"},{"type":"electronic","value":"1875-919X"}],"subject":[],"published":{"date-parts":[[2017]]}}}