{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,2]],"date-time":"2026-05-02T06:09:33Z","timestamp":1777702173324,"version":"3.51.4"},"reference-count":0,"publisher":"SAGE Publications","issue":"1-2","license":[{"start":{"date-parts":[[2010,2,1]],"date-time":"2010-02-01T00:00:00Z","timestamp":1264982400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"published-print":{"date-parts":[[2010,2]]},"abstract":"<jats:p>The only metric that had existed so far to determine the best algorithm for solving an general Asymmetric Traveling Salesman Problem (ATSP) instance is based on the number of cities; nevertheless, it is not sufficiently adequate for discriminating the best algorithm for solving an ATSP instance, thus the necessity for devising a new metric through the use of data-mining techniques. In this paper we propose: (1) the use of a genetic distance metric for improving the selection of the algorithms that best solve a given instance of the ATSP and (2) the use of discriminant analysis as a means for predictive learning (data-mining techniques) aiming at selecting meta-heuristic algorithms.<\/jats:p>","DOI":"10.3233\/ifs-2010-0435","type":"journal-article","created":{"date-parts":[[2019,12,2]],"date-time":"2019-12-02T17:40:27Z","timestamp":1575308427000},"page":"57-64","source":"Crossref","is-referenced-by-count":1,"title":["A genetic distance metric to discriminate the selection of algorithms for the general ATSP problem"],"prefix":"10.1177","volume":"21","author":[{"given":"J.","family":"P\u00e9rez-Ortega","sequence":"first","affiliation":[{"name":"Centro Nacional de Investigaci\u00f3n y Desarrollo Tecnol\u00f3gico, Cuernavaca, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"R.A.","family":"Pazos","sequence":"additional","affiliation":[{"name":"Centro Nacional de Investigaci\u00f3n y Desarrollo Tecnol\u00f3gico, Cuernavaca, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.A.","family":"Ruiz-Vanoye","sequence":"additional","affiliation":[{"name":"Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cunduac\u00e1n, Tabasco, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.","family":"Frausto-Sol\u00eds","sequence":"additional","affiliation":[{"name":"Tecnol\u00f3gico de Monterrey Campus Cuernavaca, Cuernavaca, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.J.","family":"Gonz\u00e1lez-Barbosa","sequence":"additional","affiliation":[{"name":"Instituto Tecnol\u00f3gico de Cd. Madero, Cd. Madero, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"H.J.","family":"Fraire-Huacuja","sequence":"additional","affiliation":[{"name":"Instituto Tecnol\u00f3gico de Cd. Madero, Cd. Madero, Mexico"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"O.","family":"D\u00edaz-Parra","sequence":"additional","affiliation":[{"name":"Universidad Ju\u00e1rez Aut\u00f3noma de Tabasco, Cunduac\u00e1n, Tabasco, M\u00e9xico"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2010,2]]},"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/IFS-2010-0435","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/IFS-2010-0435","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:35:06Z","timestamp":1777455306000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/IFS-2010-0435"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010,2]]},"references-count":0,"journal-issue":{"issue":"1-2","published-print":{"date-parts":[[2010,2]]}},"alternative-id":["10.3233\/IFS-2010-0435"],"URL":"https:\/\/doi.org\/10.3233\/ifs-2010-0435","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2010,2]]}}}