{"id":25528,"date":"2021-10-19T13:35:06","date_gmt":"2021-10-19T11:35:06","guid":{"rendered":"https:\/\/cio.umh.es\/?p=25528"},"modified":"2022-01-19T13:36:25","modified_gmt":"2022-01-19T12:36:25","slug":"sainz-pardo-j-l-2021-linear-regression-strategy-for-differential-evolution-gecco-2021-companion-proceedings-of-the-2021-genetic-and-evolutionary-computation-conference-companion-19-2","status":"publish","type":"post","link":"https:\/\/cio.umh.es\/en\/2021\/10\/19\/sainz-pardo-j-l-2021-linear-regression-strategy-for-differential-evolution-gecco-2021-companion-proceedings-of-the-2021-genetic-and-evolutionary-computation-conference-companion-19-2\/","title":{"rendered":"Sainz-Pardo, J.L. (2021) \u00abLinear regression strategy for differential evolution\u00bb, GECCO 2021 Companion &#8211; Proceedings of the 2021 Genetic and Evolutionary Computation Conference Companion, 19\u201320"},"content":{"rendered":"<p class=\"AuthorHeader-module__syvlN margin-size-4-t\" style=\"text-align: justify\"><strong>Jos\u00e9 Luis Sainz-Pardo (Operations Research Center, University Miguel Hern\u00e1ndez of Elche)<\/strong><\/p>\n<p class=\"AuthorHeader-module__syvlN margin-size-4-t\" style=\"text-align: justify\"><strong>Abstract: <\/strong>A new Differential Evolution algorithm is proposed which incorporates a linear regression strategy to find the best single-objective optimization solution. Furthermore, this algorithm contemplates directional information and classical chromosome conservation strategies. Its main motivation is to be used in problems in which it is computationally hard to calculate the fitness differences among solutions.<\/p>","protected":false},"excerpt":{"rendered":"<p>Jos\u00e9 Luis Sainz-Pardo (Operations Research Center, University Miguel Hern\u00e1ndez of Elche)<br \/>\nAbstract: A new Differential Evolution algorithm is proposed which incorporates a linear regression strategy to find the best single-objective optimization solution. Furthermore, this algorithm contemplates directional information and classical chromosome conservation strategies. Its main motivation is to be used in problems in which it is [&#8230;]<\/p>","protected":false},"author":5675,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_links_to":"","_links_to_target":""},"categories":[369888],"tags":[],"_links":{"self":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts\/25528"}],"collection":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/users\/5675"}],"replies":[{"embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/comments?post=25528"}],"version-history":[{"count":0,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts\/25528\/revisions"}],"wp:attachment":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/media?parent=25528"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/categories?post=25528"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/tags?post=25528"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}