{"id":5194871,"date":"2012-03-24T19:37:18","date_gmt":"2012-03-24T17:37:18","guid":{"rendered":"https:\/\/www.ozono21.com\/blog\/?p=5194871"},"modified":"2026-02-13T13:14:42","modified_gmt":"2026-02-13T11:14:42","slug":"inteligencia-artificial-grupos-de-bacterias","status":"publish","type":"post","link":"https:\/\/www.ozono21.com\/blog\/bacterias\/inteligencia-artificial-grupos-de-bacterias\/","title":{"rendered":"La asombrosa eficiencia de la conducta colectiva en grupos de bacterias, \u00bfuna nueva perspectiva para el dise\u00f1o de inteligencia artificial?"},"content":{"rendered":"<p style=\"text-align: justify;\">\n<h2 style=\"text-align: justify;\"><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignleft size-full wp-image-5194872\" style=\"margin: 30px 0px 30px 0px; cursor: hand; border: 0px;\" title=\"La asombrosa eficiencia de la conducta colectiva en grupos de bacterias, \u00bf una nueva perspectiva para el dise\u00f1o de inteligencia artificial ?\" src=\"https:\/\/www.ozono21.com\/blog\/wp-content\/uploads\/2012\/03\/bacterias-grupos.jpg\" alt=\" inteligencia artificial \" width=\"260\" height=\"151\" \/><a title=\"Ozono21 Desinfecci\u00f3n\" href=\"https:\/\/www.ozono21.com\/sectores-pagina\/empresariales\/desinfeccion-limpieza\/3\/\" target=\"_blank\" rel=\"noopener noreferrer\">Las conductas colectivas de las bacterias, incluyendo la toma de decisiones cr\u00edticas, les permiten prosperar e incluso propagarse de forma eficiente en entornos dif\u00edciles.<\/a><\/strong><\/h2>\n<\/p>\n<p style=\"text-align: justify;\"><strong>Ahora, unos investigadores han desarrollado un modelo digital que explica mejor c\u00f3mo las bacterias se mueven en \u00abenjambres\u00bb. <\/strong>Y este modelo puede ser aplicado a tecnolog\u00edas desarrolladas por el Ser Humano, como ordenadores, rob\u00f3tica, e inteligencia artificial en general.<\/p>\n<p>Fuente: Noticiasdelaciencia (23 dic. 2011)<\/p>\n<p style=\"text-align: justify;\">La investigadora Adi Shklarsh, con la colaboraci\u00f3n de Eshel Ben-Jacob, ambos de la Universidad de Tel Aviv, Gil Ariel de la Universidad de Bar-Ilan, y Elad Schneidman del Instituto Weizmann de Ciencia, las tres instituciones en Israel, <strong>han descubierto c\u00f3mo las bacterias recopilan colectivamente informaci\u00f3n sobre su entorno y encuentran el modo \u00f3ptimo de proliferar, incluso en los entornos m\u00e1s complejos.<\/strong><\/p>\n<p style=\"text-align: justify;\">Estudiar los principios de la navegaci\u00f3n de las bacterias permitir\u00e1 a los investigadores dise\u00f1ar una nueva generaci\u00f3n de robots inteligentes que puedan formar enjambres inteligentes, o ayudar al desarrollo de microrrobots m\u00e9dicos utilizables para hacer diagn\u00f3sticos o para distribuir con gran precisi\u00f3n medicamentos en el cuerpo, entre otras aplicaciones.<\/p>\n<p style=\"text-align: justify;\"><strong>Las bacterias no son los \u00fanicos organismos que viajan en grupo. Peces, abejas y aves tambi\u00e9n realizan desplazamientos colectivos coordinados. <\/strong>Pero como organismos simples, con receptores menos sofisticados, las bacterias no est\u00e1n tan bien equipadas para lidiar con grandes cantidades de informaci\u00f3n o \u00abruido\u00bb en los entornos complejos por los que se desplazan, como por ejemplo los tejidos del cuerpo humano. Se pensaba que las bacterias estar\u00edan en desventaja al ser comparadas con otros organismos que viajan en grupo.<\/p>\n<p style=\"text-align: justify;\"><big><strong><a title=\"Ozono21 Desinfecci\u00f3n\" href=\"https:\/\/www.ozono21.com\/sectores-pagina\/empresariales\/desinfeccion-limpieza\/3\/\" target=\"_blank\" rel=\"noopener noreferrer\">No obstante, en un sorprendente descubrimiento, los investigadores han constatado que las bacterias tienen en realidad t\u00e1cticas de supervivencia superiores, que les permiten encontrar \u00abcomida\u00bb y evitar ser da\u00f1adas, con una facilidad mayor que en el caso de otros grupos, como los de amebas o los de peces. Ello se debe a que se comunican de un modo diferente, a trav\u00e9s de medios qu\u00edmicos, moleculares y mec\u00e1nicos, y pueden evitar algunos de los errores que a menudo afectan al movimiento colectivo de otros organismos.<\/a><\/strong><\/big><\/p>\n<table border=\"3\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr>\n<td align=\"center\" bgcolor=\"#3b7cff\" width=\"600\" height=\"25\"><strong><a title=\"Acci\u00f3n del OZONO\" href=\"https:\/\/www.ozono21.com\/actualidad-interna\/accion-del-ozono\/423\/\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ozono21.com\/blog\/wp-content\/uploads\/2014\/06\/Noticias-Relacionadas.png\" alt=\"Noticias Relacionadas\" width=\"600\" height=\"25\" border=\"0\" \/><\/a><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><big><\/p>\n<ul>\n<li><strong><a title=\"Post sobre BACTERIAS\" href=\"https:\/\/www.ozono21.com\/blog\/?s=Bacterias+comunicacion\">Post sobre BACTERIAS<\/a><\/strong><\/li>\n<\/ul>\n<p><\/big><\/p>\n<table border=\"3\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr>\n<td align=\"center\" bgcolor=\"#3b7cff\" width=\"600\" height=\"25\"><strong><a title=\"Videos YouTube\" href=\"https:\/\/www.youtube.com\/user\/ozono21\/videos?sort=p&amp;view=0&amp;flow=grid\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.ozono21.com\/blog\/wp-content\/uploads\/2014\/06\/Videos-Youtube.png\" alt=\"Videos Youtube\" width=\"600\" height=\"25\" border=\"0\" \/><\/a><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_5194871\" class=\"pvc_stats total_only  \" data-element-id=\"5194871\" style=\"\"><i class=\"pvc-stats-icon small\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/www.ozono21.com\/blog\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Las conductas colectivas de las bacterias, incluyendo la toma de decisiones cr\u00edticas, les permiten prosperar e incluso propagarse de forma eficiente en entornos dif\u00edciles. Ahora, unos investigadores han desarrollado un modelo digital que explica mejor c\u00f3mo las bacterias se mueven &hellip; <a href=\"https:\/\/www.ozono21.com\/blog\/bacterias\/inteligencia-artificial-grupos-de-bacterias\/\">Sigue leyendo <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_5194871\" class=\"pvc_stats total_only  \" data-element-id=\"5194871\" style=\"\"><i class=\"pvc-stats-icon small\" aria-hidden=\"true\"><svg aria-hidden=\"true\" focusable=\"false\" data-prefix=\"far\" data-icon=\"chart-bar\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 512 512\" class=\"svg-inline--fa fa-chart-bar fa-w-16 fa-2x\"><path fill=\"currentColor\" d=\"M396.8 352h22.4c6.4 0 12.8-6.4 12.8-12.8V108.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v230.4c0 6.4 6.4 12.8 12.8 12.8zm-192 0h22.4c6.4 0 12.8-6.4 12.8-12.8V140.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v198.4c0 6.4 6.4 12.8 12.8 12.8zm96 0h22.4c6.4 0 12.8-6.4 12.8-12.8V204.8c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v134.4c0 6.4 6.4 12.8 12.8 12.8zM496 400H48V80c0-8.84-7.16-16-16-16H16C7.16 64 0 71.16 0 80v336c0 17.67 14.33 32 32 32h464c8.84 0 16-7.16 16-16v-16c0-8.84-7.16-16-16-16zm-387.2-48h22.4c6.4 0 12.8-6.4 12.8-12.8v-70.4c0-6.4-6.4-12.8-12.8-12.8h-22.4c-6.4 0-12.8 6.4-12.8 12.8v70.4c0 6.4 6.4 12.8 12.8 12.8z\" class=\"\"><\/path><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/www.ozono21.com\/blog\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":1,"featured_media":5194872,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_exactmetrics_skip_tracking":false,"_exactmetrics_sitenote_active":false,"_exactmetrics_sitenote_note":"","_exactmetrics_sitenote_category":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[5,7],"tags":[19],"class_list":["post-5194871","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bacterias","category-salud","tag-bacterias-2"],"a3_pvc":{"activated":true,"total_views":3051,"today_views":0},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - 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