{"id":355953,"date":"2026-05-26T17:14:33","date_gmt":"2026-05-26T20:14:33","guid":{"rendered":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/?p=355953"},"modified":"2026-05-26T17:24:11","modified_gmt":"2026-05-26T20:24:11","slug":"estudio-propone-un-modelo-de-optimizacion-matematica-para-la-gestion-del-riesgo-tras-incendios-forestales","status":"publish","type":"post","link":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/2026\/05\/26\/estudio-propone-un-modelo-de-optimizacion-matematica-para-la-gestion-del-riesgo-tras-incendios-forestales\/","title":{"rendered":"Estudio propone optimizaci\u00f3n matem\u00e1tica para la gesti\u00f3n del riesgo tras incendios forestales"},"content":{"rendered":"<p data-start=\"116\" data-end=\"427\">El profesor <a href=\"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/team\/rodrigo-carrasco\/\"><strong><span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">Rodrigo Carrasco<\/span><\/span><\/strong><\/a>, junto a la investigadora <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">Constanza Lorca<\/span><\/span>, publicaron recientemente el art\u00edculo <em data-start=\"265\" data-end=\"363\">\u201cRisk-aware planning for salvage logging after wildfires under inventory estimation uncertainty\u201d<\/em> en la revista cient\u00edfica <span class=\"hover:entity-accent entity-underline inline cursor-pointer align-baseline\"><span class=\"whitespace-normal\">Computers &amp; Industrial Engineering<\/span><\/span>.<\/p>\n<p data-start=\"116\" data-end=\"427\">La investigaci\u00f3n aborda uno de los principales desaf\u00edos que enfrentan los gestores forestales tras un incendio: decidir r\u00e1pidamente si recuperar la madera da\u00f1ada o recurrir al seguro, en un contexto donde la informaci\u00f3n sobre el estado del bosque suele ser incierta.<\/p>\n<p data-start=\"697\" data-end=\"1058\">Para enfrentar este problema, el estudio propone un modelo de optimizaci\u00f3n matem\u00e1tica que incorpora expl\u00edcitamente la incertidumbre en las estimaciones del inventario forestal. La metodolog\u00eda permite equilibrar la rentabilidad de la cosecha con los riesgos operacionales, entregando herramientas m\u00e1s flexibles para la toma de decisiones en escenarios complejos.<\/p>\n<p data-start=\"697\" data-end=\"1058\">Utilizando datos reales del sector forestal chileno y miles de simulaciones, los resultados muestran que planificar considerando la incertidumbre reduce significativamente la cantidad de madera no recuperada en comparaci\u00f3n con m\u00e9todos tradicionales. <span data-contrast=\"auto\">Para m\u00e1s informaci\u00f3n sobre la investigaci\u00f3n:\u00a0<\/span><a href=\"https:\/\/ingenieriaindustrial.ing.uc.cl\/blog\/optimizacion-matematica-para-la-gestion-del-riesgo-en-incendios-forestales\/?utm_source=chatgpt.com\"><span data-contrast=\"none\">Optimizaci\u00f3n matem\u00e1tica para la gesti\u00f3n del riesgo en incendios forestales<\/span><\/a><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>El profesor Rodrigo Carrasco, junto a la investigadora Constanza Lorca, publicaron recientemente el art\u00edculo \u201cRisk-aware planning for salvage logging after wildfires under inventory estimation uncertainty\u201d en la revista cient\u00edfica Computers &amp; Industrial Engineering. La investigaci\u00f3n aborda uno de los principales desaf\u00edos que enfrentan los gestores forestales tras un incendio: decidir r\u00e1pidamente si recuperar la madera da\u00f1ada o recurrir al seguro, en un contexto donde la informaci\u00f3n sobre el estado del bosque suele ser incierta. Para enfrentar este problema, el estudio propone un modelo de optimizaci\u00f3n matem\u00e1tica que incorpora expl\u00edcitamente la incertidumbre en las estimaciones del inventario forestal. La metodolog\u00eda permite equilibrar la rentabilidad de la cosecha con los riesgos operacionales, entregando herramientas m\u00e1s flexibles para la toma de decisiones en escenarios complejos. Utilizando datos reales del sector forestal chileno y miles de simulaciones, los resultados muestran que planificar considerando la incertidumbre reduce significativamente la cantidad de madera no recuperada en comparaci\u00f3n con m\u00e9todos tradicionales. Para m\u00e1s informaci\u00f3n sobre la investigaci\u00f3n:\u00a0Optimizaci\u00f3n matem\u00e1tica para la gesti\u00f3n del riesgo en incendios forestales\u00a0<\/p>\n","protected":false},"author":11,"featured_media":355962,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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Sistemas","url":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/","logo":{"@type":"ImageObject","inLanguage":"es-CL","@id":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/#\/schema\/logo\/image\/","url":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-content\/uploads\/2023\/11\/cropped-UC-P2727-01.png","contentUrl":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-content\/uploads\/2023\/11\/cropped-UC-P2727-01.png","width":307,"height":414,"caption":"Departamento de Ingenier\u00eda Industrial y de Sistemas"},"image":{"@id":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/#\/schema\/person\/c80e81931ffcc5c126812fd85f61dd65","name":"Paula Calvo","image":{"@type":"ImageObject","inLanguage":"es-CL","@id":"https:\/\/secure.gravatar.com\/avatar\/98425c47e1fbf0710fb19a3911fc902dfd5bc0da35db11d06ecb53378f066c5d?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/98425c47e1fbf0710fb19a3911fc902dfd5bc0da35db11d06ecb53378f066c5d?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/98425c47e1fbf0710fb19a3911fc902dfd5bc0da35db11d06ecb53378f066c5d?s=96&d=mm&r=g","caption":"Paula Calvo"},"url":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/author\/p-calvo\/"}]}},"rttpg_featured_image_url":{"full":["https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-content\/uploads\/2026\/05\/image-26-may-2026-16_12_45.png",1536,1024,false],"landscape":["https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-content\/uploads\/2026\/05\/image-26-may-2026-16_12_45.png",1536,1024,false],"portraits":["https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-content\/uploads\/2026\/05\/image-26-may-2026-16_12_45.png",1536,1024,false],"thumbnail":["https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-content\/uploads\/2026\/05\/image-26-may-2026-16_12_45-150x150.png",150,150,true],"medium":["https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-content\/uploads\/2026\/05\/image-26-may-2026-16_12_45-300x200.png",300,200,true],"large":["https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-content\/uploads\/2026\/05\/image-26-may-2026-16_12_45-1024x683.png",1024,683,true],"1536x1536":["https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-content\/uploads\/2026\/05\/image-26-may-2026-16_12_45.png",1536,1024,false],"2048x2048":["https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-content\/uploads\/2026\/05\/image-26-may-2026-16_12_45.png",1536,1024,false],"sow-carousel-default":["https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-content\/uploads\/2026\/05\/image-26-may-2026-16_12_45-272x182.png",272,182,true]},"rttpg_author":{"display_name":"Paula Calvo","author_link":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/author\/p-calvo\/"},"rttpg_comment":0,"rttpg_category":"<a href=\"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/category\/noticias\/\" rel=\"category tag\">Noticias<\/a>","rttpg_excerpt":"El profesor Rodrigo Carrasco, junto a la investigadora Constanza Lorca, publicaron recientemente el art\u00edculo \u201cRisk-aware planning for salvage logging after wildfires under inventory estimation uncertainty\u201d en la revista cient\u00edfica Computers &amp; Industrial Engineering. La investigaci\u00f3n aborda uno de los principales desaf\u00edos que enfrentan los gestores forestales tras un incendio: decidir r\u00e1pidamente si recuperar la madera&hellip;","_links":{"self":[{"href":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-json\/wp\/v2\/posts\/355953","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-json\/wp\/v2\/users\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-json\/wp\/v2\/comments?post=355953"}],"version-history":[{"count":7,"href":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-json\/wp\/v2\/posts\/355953\/revisions"}],"predecessor-version":[{"id":355970,"href":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-json\/wp\/v2\/posts\/355953\/revisions\/355970"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-json\/wp\/v2\/media\/355962"}],"wp:attachment":[{"href":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-json\/wp\/v2\/media?parent=355953"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-json\/wp\/v2\/categories?post=355953"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ing.uc.cl\/industrial-y-sistemas\/wp-json\/wp\/v2\/tags?post=355953"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}