\u201cRoute Planning for Cooperative Air-Ground Robots with Fuel Constraints: An Approach based on CMSA\u201d<\/strong>, fue como co-autor junto a Divansh Arora and Parikshit Maini de IIIT-Delhi, en India, y nuevamente con Christian Blum.<\/p>\n\u201cAmbos son problemas de optimizaci\u00f3n que se basan en una t\u00e9cnica que desarroll\u00e9 durante mi tesis doctoral llamada CMSA, Construct, Merge, Solve and Adapt (Construir, juntar, resolver y adaptar); un algoritmo h\u00edbrido, una meta heur\u00edstica que en el primer paper lo aplicamos para resolver un problema de grafos que tiene aplicaci\u00f3n en telecomunicaciones, y en el segundo para un problema de colaboraci\u00f3n entre drones y veh\u00edculos aut\u00f3nomos terrestres\u201d, cont\u00f3 el docente.<\/p>\n
Cabe destacar que el desarrollo de Pinacho fue utilizado en otros trabajos que se presentaron en GECCO, lo que demuestra la calidad de su investigaci\u00f3n, as\u00ed como el impacto en el \u00e1rea de las t\u00e9cnicas h\u00edbridas. \u201cLo que estamos haciendo est\u00e1 en el estado del arte, de hecho me llam\u00f3 gratamente la atenci\u00f3n que mi algoritmo fue citado en muchos art\u00edculos; fui a conferencias donde los autores estaban obligados a comparar lo que ellos hac\u00edan con lo que desarroll\u00e9, debido a su buen posicionamiento\u201d.<\/p>\n
En ese sentido, Pedro destaca el trabajo que se est\u00e1 realizando en el DIICC y lo que se expuso en el Workshop de Metaheur\u00edsticas H\u00edbridas en enero pasado aqu\u00ed en la FI, en definitiva una sub \u00e1rea que se abre paso r\u00e1pidamente y hacia donde se encaminan los desarrollos. \u201cEst\u00e1 muy fuerte la configuraci\u00f3n autom\u00e1tica de algoritmos de optimizaci\u00f3n y en GECCO se vio eso. Las personas est\u00e1n escalando; los que trabajan en h\u00edbridos ya est\u00e1n pensando en c\u00f3mo automatizar la selecci\u00f3n de algoritmos para problemas de optimizaci\u00f3n. Eso se vio mucho, mezclado con deep learning<\/em> y otras t\u00e9cnicas, donde en el fondo ya no se busca simplemente resolver un problema en cuesti\u00f3n, sino que generar un framework<\/em> general para resolver de forma unificada\u201d.<\/p>\nPedro fue uno de los dos chilenos presenteS en esta conferencia de renombre mundial, que consta de tres d\u00edas de presentaciones sobre las \u00faltimas investigaciones de alta calidad en 13 tracks<\/em> de programas separados, independientes y especializadas sobre diversos aspectos de la computaci\u00f3n gen\u00e9tica y evolutiva.<\/p>\n[\/et_pb_text][et_pb_gallery _builder_version=\u00bb3.25.4″ gallery_ids=\u00bb17487,17488,17489,17490″ db_image_max_width_tablet=\u00bb51″ db_image_max_height_tablet=\u00bb501″ db_image_row_spacing_tablet=\u00bb51″ db_image_object_fit=\u00bbinitial\u00bb hover_overlay_color=\u00bbrgba(255,255,255,0.9)\u00bb box_shadow_horizontal_image_tablet=\u00bb0px\u00bb box_shadow_vertical_image_tablet=\u00bb0px\u00bb box_shadow_blur_image_tablet=\u00bb40px\u00bb box_shadow_spread_image_tablet=\u00bb0px\u00bb text_shadow_horizontal_length=\u00bbtext_shadow_style,%91object Object%93″ text_shadow_horizontal_length_tablet=\u00bb0px\u00bb text_shadow_vertical_length=\u00bbtext_shadow_style,%91object Object%93″ text_shadow_vertical_length_tablet=\u00bb0px\u00bb text_shadow_blur_strength=\u00bbtext_shadow_style,%91object Object%93″ text_shadow_blur_strength_tablet=\u00bb1px\u00bb db_image_center_titles=\u00bbleft\u00bb title_text_shadow_horizontal_length=\u00bbtitle_text_shadow_style,%91object Object%93″ title_text_shadow_horizontal_length_tablet=\u00bb0px\u00bb title_text_shadow_vertical_length=\u00bbtitle_text_shadow_style,%91object Object%93″ title_text_shadow_vertical_length_tablet=\u00bb0px\u00bb title_text_shadow_blur_strength=\u00bbtitle_text_shadow_style,%91object Object%93″ title_text_shadow_blur_strength_tablet=\u00bb1px\u00bb caption_text_shadow_horizontal_length=\u00bbcaption_text_shadow_style,%91object Object%93″ caption_text_shadow_horizontal_length_tablet=\u00bb0px\u00bb caption_text_shadow_vertical_length=\u00bbcaption_text_shadow_style,%91object Object%93″ caption_text_shadow_vertical_length_tablet=\u00bb0px\u00bb caption_text_shadow_blur_strength=\u00bbcaption_text_shadow_style,%91object Object%93″ caption_text_shadow_blur_strength_tablet=\u00bb1px\u00bb pagination_text_shadow_horizontal_length=\u00bbpagination_text_shadow_style,%91object Object%93″ pagination_text_shadow_horizontal_length_tablet=\u00bb0px\u00bb pagination_text_shadow_vertical_length=\u00bbpagination_text_shadow_style,%91object Object%93″ pagination_text_shadow_vertical_length_tablet=\u00bb0px\u00bb pagination_text_shadow_blur_strength=\u00bbpagination_text_shadow_style,%91object Object%93″ pagination_text_shadow_blur_strength_tablet=\u00bb1px\u00bb box_shadow_horizontal_tablet=\u00bb0px\u00bb box_shadow_vertical_tablet=\u00bb0px\u00bb box_shadow_blur_tablet=\u00bb40px\u00bb box_shadow_spread_tablet=\u00bb0px\u00bb z_index_tablet=\u00bb500″ \/][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"
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El acad\u00e9mico del Departamento de Ingenier\u00eda Inform\u00e1tica y Ciencias de la Computaci\u00f3n, Pedro Pinacho, particip\u00f3 recientemente con dos ponencias en GECCO 2019<\/a>, Conferencia TOP en el \u00e1rea de los algoritmos gen\u00e9ticos y la computaci\u00f3n evolutiva […]<\/strong><\/p>\n","protected":false},"author":6,"featured_media":17487,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":""},"categories":[112,51,8],"tags":[],"_links":{"self":[{"href":"http:\/\/152.74.151.33\/~ahernandez\/fi\/wp-json\/wp\/v2\/posts\/17486"}],"collection":[{"href":"http:\/\/152.74.151.33\/~ahernandez\/fi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/152.74.151.33\/~ahernandez\/fi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/152.74.151.33\/~ahernandez\/fi\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"http:\/\/152.74.151.33\/~ahernandez\/fi\/wp-json\/wp\/v2\/comments?post=17486"}],"version-history":[{"count":4,"href":"http:\/\/152.74.151.33\/~ahernandez\/fi\/wp-json\/wp\/v2\/posts\/17486\/revisions"}],"predecessor-version":[{"id":17497,"href":"http:\/\/152.74.151.33\/~ahernandez\/fi\/wp-json\/wp\/v2\/posts\/17486\/revisions\/17497"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/152.74.151.33\/~ahernandez\/fi\/wp-json\/wp\/v2\/media\/17487"}],"wp:attachment":[{"href":"http:\/\/152.74.151.33\/~ahernandez\/fi\/wp-json\/wp\/v2\/media?parent=17486"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/152.74.151.33\/~ahernandez\/fi\/wp-json\/wp\/v2\/categories?post=17486"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/152.74.151.33\/~ahernandez\/fi\/wp-json\/wp\/v2\/tags?post=17486"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}