{"id":15249,"date":"2019-12-04T09:11:37","date_gmt":"2019-12-04T09:11:37","guid":{"rendered":"http:\/\/cio.edu.umh.es\/?p=15249"},"modified":"2021-07-22T09:50:17","modified_gmt":"2021-07-22T07:50:17","slug":"seminario-el-ghazali-talbi-how-machine-learning-can-help-optimization","status":"publish","type":"post","link":"https:\/\/cio.umh.es\/en\/2019\/12\/04\/seminario-el-ghazali-talbi-how-machine-learning-can-help-optimization\/","title":{"rendered":"Seminario El-ghazali Talbi: How machine learning can help optimization"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/cio.umh.es\/en\/files\/2019\/12\/IMG_2965.jpg\/\"><img loading=\"lazy\" class=\"aligncenter size-large wp-image-15254\" src=\"https:\/\/cio.umh.es\/files\/2019\/12\/IMG_2965-1024x683.jpg\" alt=\"IMG_2965\" width=\"1024\" height=\"683\" \/><\/a><em><span style=\"color: #000000;\">El-ghazali Talbi\u00a0en el CIO el pasado 29 de noviembre. | Foto: Inma L\u00f3pez<\/span><\/em><\/p>\n<p>El pasado viernes 29 de noviembre, estudiantes y profesores de la Universidad Miguel Hern\u00e1ndez de Elche pudieron disfrutar del seminario \u00abHow machine learning can help optimization\u00bb impartido por el profesor e investigador de\u00a0 Polytech\u2019Lille \u2013 University of Lille, El-ghazali Talbi.<br \/>\n<strong>\u00bfCu\u00e1l es el principal objetivo de esta contribuci\u00f3n, art\u00edculo, ponencia?<\/strong><br \/>\nLa idea de esta conferencia es investigar c\u00f3mo podemos usar diferentes t\u00e9cnicas de aprendizaje autom\u00e1tico para mejorar el dise\u00f1o de algoritmos de optimizaci\u00f3n. Me centro en algoritmos de optimizaci\u00f3n basados \u200b\u200ben metaheur\u00edstica. Y luego, en esta charla, he resumido las diferentes ideas en el dise\u00f1o de diferentes optimizaciones basadas en datos metaheur\u00edsticos utilizando t\u00e9cnicas de aprendizaje autom\u00e1tico para tener algoritmos de optimizaci\u00f3n eficientes.<br \/>\nWhat is the main objective of this conference?<br \/>\nThe idea of this conference is to investigate how we can use different machine learning technics to improve the design of optimization algorithms. I focus on metaheuristics based optimization algorithms. And then, in this talk I have summarised the different ideas in designing different metaheuristics data driven optimization using machine learning technics to have for efficient optimization algorithms.<br \/>\n<strong>\u00bfPodr\u00eda, por favor, resumir en un minuto los principales resultados y conclusiones del proyecto?<\/strong><br \/>\nEl resultado principal de esta presentaci\u00f3n, que dar\u00e1 un art\u00edculo que estoy finalizando, es hacer una encuesta o clasificaci\u00f3n de las diferentes formas en que podemos usar el aprendizaje autom\u00e1tico en la optimizaci\u00f3n. Por lo tanto, el resultado m\u00e1s importante en esta presentaci\u00f3n es tener, no solo una encuesta de los diferentes trabajos relacionados, sino unificar la forma de utilizar el aprendizaje autom\u00e1tico en la optimizaci\u00f3n. Forma unificada en qu\u00e9 componente de optimizaci\u00f3n podemos agregar algunas t\u00e9cnicas de aprendizaje autom\u00e1tico. As\u00ed que este es el resultado principal de esta presentaci\u00f3n.<br \/>\nCould you briefly summarise the results and conclusions of this investigation?<br \/>\nThe main output of this presentation, that will give a paper that I am finalising, is to give survey or classification of the different ways we can use machine learning in optimization. So the most important output in this presentation is to have, not only survey of the different related work, but unify the way of how using machine learning into optimization. Unified way in which component of optimization we can add some machine learning technics. So this is the main output of this presentation.<\/p>\n<h3 style=\"text-align: center;\"><\/h3>\n<h3 style=\"text-align: center;\"><\/h3>\n<h3 style=\"text-align: center;\"><strong>\u00a1No te pierdas el seminario que\u00a0 El-ghazali Talbi imparti\u00f3 en el CIO!<\/strong><\/h3>\n<h3 style=\"text-align: center;\"><\/h3>\n<p><iframe loading=\"lazy\" title=\"El ghazali Talbi: How machine learning can help optimization\" width=\"750\" height=\"422\" src=\"https:\/\/www.youtube.com\/embed\/ksK-XzkSQlk?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<p>&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>&nbsp;<br \/>\nEl-ghazali Talbi\u00a0en el CIO el pasado 29 de noviembre. | Foto: Inma L\u00f3pez<br \/>\nEl pasado viernes 29 de noviembre, estudiantes y profesores de la Universidad Miguel Hern\u00e1ndez de Elche pudieron disfrutar del seminario \u00abHow machine learning can help optimization\u00bb impartido por el profesor e investigador de\u00a0 Polytech\u2019Lille \u2013 University of Lille, El-ghazali Talbi.<br \/>\n\u00bfCu\u00e1l es el principal [&#8230;]<\/p>","protected":false},"author":6202,"featured_media":24324,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_links_to":"","_links_to_target":""},"categories":[370232],"tags":[],"_links":{"self":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts\/15249"}],"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\/6202"}],"replies":[{"embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/comments?post=15249"}],"version-history":[{"count":0,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/posts\/15249\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/media\/24324"}],"wp:attachment":[{"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/media?parent=15249"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/categories?post=15249"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cio.umh.es\/en\/wp-json\/wp\/v2\/tags?post=15249"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}