{"id":2675,"date":"2022-10-25T16:33:00","date_gmt":"2022-10-25T20:33:00","guid":{"rendered":"https:\/\/symboticnew.wpenginepowered.com\/?p=2675"},"modified":"2026-05-20T11:18:41","modified_gmt":"2026-05-20T15:18:41","slug":"algoritmo-sofisticado-de-planificacion-de-rutas-para-robots-moviles","status":"publish","type":"post","link":"https:\/\/www.symbotic.com\/es\/blog\/algoritmo-sofisticado-de-planificacion-de-rutas-para-robots-moviles\/","title":{"rendered":"Algoritmo sofisticado de planificaci\u00f3n de rutas para robots m\u00f3viles"},"content":{"rendered":"\n<section class=\"acf-block block-post-header\" id=\"block_4990b6175912adef4b3ad277752bde52\" data-theme=\"light\">\n\t<div class=\"container\">\n\t\t\t\t\t<div class=\"block-post-header__media\">\n\t\t\t\t\t\t\t\t\t<figure>\n\t\t\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"427\" src=\"https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2026\/06\/Complex-Routing-and-Tasking-Algorithms-1536x864_2-640x427.webp\" class=\"attachment-3x2-md size-3x2-md\" alt=\"Robotic delivery carts moving in a large warehouse with high ceilings and evenly spaced horizontal beams.\" srcset=\"https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2026\/06\/Complex-Routing-and-Tasking-Algorithms-1536x864_2-640x427.webp 640w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2026\/06\/Complex-Routing-and-Tasking-Algorithms-1536x864_2-300x200.webp 300w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2026\/06\/Complex-Routing-and-Tasking-Algorithms-1536x864_2-1024x683.webp 1024w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2026\/06\/Complex-Routing-and-Tasking-Algorithms-1536x864_2-768x512.webp 768w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2026\/06\/Complex-Routing-and-Tasking-Algorithms-1536x864_2-350x233.webp 350w, https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2026\/06\/Complex-Routing-and-Tasking-Algorithms-1536x864_2.webp 1296w\" sizes=\"(max-width: 640px) 100vw, 640px\" \/>\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"block-post-header__content cms\">\n\t\t\t\n\t\t<div class=\"block-category\" id=\"block_43e9e6a9c59b5aece4c9b980a198c991\">\n\t\t\t\t\t\t\t<p class=\"supertext\">Blog<\/p>\n\t\t\t\t\t<\/div>\n\t\n\n\n<h1 class=\"wp-block-heading has-t-2-font-size\">Algoritmo sofisticado de planificaci\u00f3n de rutas para robots m\u00f3viles<\/h1>\n\n\n\n\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n\n<div class=\"single-content\">\n\t<div class=\"single-content__body cms\" id=\"block_fba00ca9e22e86d78b28c682d10c1fe8\">\n\t\t\n\n<div class=\"block-media\" id=\"block_e67c31bb9324baee4c6f0edb40b97afb\">\n\t<figure class=\"component-media component-media--video component-media--video-lightbox\">\n\t\t\t\t<div class=\"component-media__image\">\n\t\t\t\t<img decoding=\"async\" width=\"640\" height=\"427\" src=\"https:\/\/www.symbotic.com\/es\/wp-content\/uploads\/sites\/5\/2025\/09\/Complex-Routing-and-Tasking-Algorithms-640x427.png\" class=\"attachment-3x2-md size-3x2-md\" alt=\"Robots verdes clasificando paquetes en un entorno futurista de almac\u00e9n automatizado, con estanter\u00edas apiladas al fondo.\" \/><button class=\"video-control\" data-micromodal-trigger=\"modal-1\"><i class=\"icon-play\"><\/i><span>Reproducir v\u00eddeo<\/span><\/button>\t\t\t<\/div>\n\n\t\t\t\t\t\t\t<figcaption class=\"component-media__caption\">Innovaci\u00f3n simbi\u00f3tica: un sofisticado algoritmo de planificaci\u00f3n de rutas para robots m\u00f3viles<\/figcaption>\n\t\t\t\t\t\t<\/figure>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">Imagina cientos de aviones totalmente aut\u00f3nomos intentando despegar y aterrizar en un peque\u00f1o aeropuerto con solo unas pocas terminales. A cada avi\u00f3n se le asigna la tarea de recoger y dejar pasajeros en un lugar concreto dentro de un estrecho margen de tiempo, minimizando al mismo tiempo la distancia recorrida por la pista y entre las terminales.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">De forma similar, los robots aut\u00f3nomos del sistema Symbotic deben desplazarse por un espacio compartido denominado \u00abplataforma de transferencia\u00bb, con sus v\u00edas de acceso y pasillos, para recoger y entregar maletas dentro de esta estructura de alta densidad. Un algoritmo de rutas propio permite que cientos de robots, que se desplazan a una velocidad de hasta m\u00e1s de veinte millas por hora, realicen esta tarea de forma r\u00e1pida y eficiente sin chocar ni retrasar a otros robots mientras ejecutan sus tareas.<\/p>\n\n\n\n<section class=\"acf-block block-testimonial-slider\" id=\"block_661ab4d010d6ee915d4a476eaf3c9118\" data-theme=\"white\">\n\t<div class=\"container\">\n\t\t\t\t\t\t\t<div class=\"testimonial-slider\">\n\t\t\t\t<div class=\"testimonial-slider__wrapper swiper\">\n\t\t\t\t\t<div class=\"testimonial-slider__slides swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"testimonial-slide swiper-slide\">\n\t\t\t\t\t\t\t\t<p class=\"testimonial-slide__quote\">Nos enfrentamos a algunos de los retos m\u00e1s dif\u00edciles e interesantes de la rob\u00f3tica actual. Esto nos impulsa a crear, probar y aprender r\u00e1pidamente de nuestros errores para lograr avances tecnol\u00f3gicos l\u00edderes en el sector.<\/p>\n\t\t\t\t\t\t\t\t<div class=\"testimonial-slide__bottom\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"testimonial-slide__meta\">\n\t\t\t\t\t\t\t\t\t\t<p class=\"testimonial-slide__name\">Fred<\/p>\n\t\t\t\t\t\t\t\t\t\t<p class=\"testimonial-slide__title\">Vicepresidente de Ingenier\u00eda de Hardware, Symbotic<\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"testimonial-pagination\">\n\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"testimonial-pagination__button testimonial-pagination__button--prev\"\n\t\t\t\t\t\taria-label=\"Diapositiva anterior\"\n\t\t\t\t\t><\/button>\n\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"testimonial-pagination__button testimonial-pagination__button--next\"\n\t\t\t\t\t\taria-label=\"Siguiente diapositiva\"\n\t\t\t\t\t><\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">El algoritmo de enrutamiento calcula una ruta \u00f3ptima para cada robot con el fin de maximizar la eficiencia general del sistema y minimizar las paradas y arranques que provocan p\u00e9rdida de energ\u00eda y un desgaste excesivo del robot.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El algoritmo de rutas funciona en combinaci\u00f3n con un algoritmo de asignaci\u00f3n de cajas. Juntos tienen en cuenta la ubicaci\u00f3n de cada caja, las fechas de caducidad de los productos y la sincronizaci\u00f3n y secuencia del pedido, as\u00ed como otros numerosos factores que influyen en la eficiencia de la preparaci\u00f3n de pedidos, entre ellos el tiempo y la distancia de desplazamiento de los robots, los patrones de tr\u00e1fico y la congesti\u00f3n en los pasillos y las v\u00edas de acceso.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El algoritmo de rutas explora todas las combinaciones de rutas posibles para cada robot y coordina toda la flota de robots en paralelo. Asigna a cada robot la ejecuci\u00f3n de una acci\u00f3n de recogida\/colocaci\u00f3n bas\u00e1ndose en la ruta m\u00e1s \u00f3ptima, eliminando aquellas que entran en conflicto con otros robots o que suboptimizan el sistema en su conjunto. Y todo ello lo hace en tiempo real mediante comunicaciones de baja latencia, de modo que los robots pueden ejecutar sus tareas a una velocidad l\u00edder en el sector.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El algoritmo coordina el trabajo de tal forma que los robots aut\u00f3nomos parecen evitar chocar entre s\u00ed sin esfuerzo alguno y el conjunto parece una danza coreografiada. Se trata de la vanguardia de la reserva espaciotemporal y la optimizaci\u00f3n combinatoria.<\/p>\n\n\n\n<section class=\"acf-block block-testimonial-slider\" id=\"block_fb06cef6e67d6a4f42b4ff866d41dc31\" data-theme=\"white\">\n\t<div class=\"container\">\n\t\t\t\t\t\t\t<div class=\"testimonial-slider\">\n\t\t\t\t<div class=\"testimonial-slider__wrapper swiper\">\n\t\t\t\t\t<div class=\"testimonial-slider__slides swiper-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"testimonial-slide swiper-slide\">\n\t\t\t\t\t\t\t\t<p class=\"testimonial-slide__quote\">La innovaci\u00f3n forma parte del ADN de Symbotic. Los equipos se unen para resolver problemas que nunca antes se hab\u00edan resuelto. Existe un objetivo com\u00fan: reinventar la cadena de suministro y ampliar los l\u00edmites de lo que se puede lograr.<\/p>\n\t\t\t\t\t\t\t\t<div class=\"testimonial-slide__bottom\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"testimonial-slide__meta\">\n\t\t\t\t\t\t\t\t\t\t<p class=\"testimonial-slide__name\">Patrick<\/p>\n\t\t\t\t\t\t\t\t\t\t<p class=\"testimonial-slide__title\">Gerente s\u00e9nior de ingenier\u00eda de software, Symbotic<\/p>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n\t\t\t\t<div class=\"testimonial-pagination\">\n\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"testimonial-pagination__button testimonial-pagination__button--prev\"\n\t\t\t\t\t\taria-label=\"Diapositiva anterior\"\n\t\t\t\t\t><\/button>\n\t\t\t\t\t<button\n\t\t\t\t\t\tclass=\"testimonial-pagination__button testimonial-pagination__button--next\"\n\t\t\t\t\t\taria-label=\"Siguiente diapositiva\"\n\t\t\t\t\t><\/button>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t<\/div>\n<\/section>\n\n\n\n<p class=\"wp-block-paragraph\">El algoritmo de enrutamiento es uno de los avances tecnol\u00f3gicos fundamentales que abre la puerta a futuras mejoras de productividad para los robots m\u00f3viles y para el sistema Symbotic en su conjunto.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El algoritmo de enrutamiento de Symbotic ya ha permitido, hasta la fecha, una mejora de la productividad del 20-25 % en el sistema. Las mejoras adicionales permitir\u00e1n a los clientes aumentar la capacidad de rendimiento. Y los ingenieros de Symbotic siguen ampliando los l\u00edmites de lo posible.<\/p>\n\n\n\t\t\n<div class=\"social-share\">\n\t\t\t<span>Compartir<\/span>\n\t\t<div class=\"social-share__icons\">\n\t\t<a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https%3A%2F%2Fwww.symbotic.com%2Fes%2Fblog%2Falgoritmo-sofisticado-de-planificacion-de-rutas-para-robots-moviles%2F\" class=\"icon-social icon-social--facebook\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t<span class=\"sr-only\">Facebook<\/span>\n\t\t<\/a>\n\t\t<a href=\"https:\/\/twitter.com\/intent\/tweet?text=Algoritmo%20sofisticado%20de%20planificaci%C3%B3n%20de%20rutas%20para%20robots%20m%C3%B3viles&#038;url=https%3A%2F%2Fwww.symbotic.com%2Fes%2Fblog%2Falgoritmo-sofisticado-de-planificacion-de-rutas-para-robots-moviles%2F&#038;via=Symbotic%20%28Spanish%29\" class=\"icon-social icon-social--x\" target=\"_blank\" rel=\"noopener noreferrer\">\n\t\t\t<span class=\"sr-only\">\n\t\t\t\tX\t\t\t<\/span>\n\t\t<\/a>\n\t\t<a 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