{"id":134,"date":"2022-09-04T19:01:31","date_gmt":"2022-09-04T10:01:31","guid":{"rendered":"https:\/\/prodskill.com\/?p=134"},"modified":"2022-11-15T11:54:12","modified_gmt":"2022-11-15T02:54:12","slug":"job-scheduling-using-1d-bin-packing-algorithm-2","status":"publish","type":"post","link":"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-2\/","title":{"rendered":"Optimizaci\u00f3n de la distribuci\u00f3n del trabajo mediante bin packing algor\u00edtmico unidimensional_2.Algoritmo (1)"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">&lt;&lt;Tabla de contenidos&gt;&gt;<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Pesta\u00f1a de contenido alternativo\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Palanca<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-2\/#2_1%EC%B0%A8%EC%9B%90_Bin_Packing_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\" >2. Algoritmo de embalaje de contenedores unidimensional<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-2\/#21_1%EC%B0%A8%EC%9B%90_Bin_Packing_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98_%EC%A2%85%EB%A5%98\" >2.1. Tipo de algoritmo de embalaje de bin unidimensional<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-2\/#22_Next_Fit_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\" >2.2. Siguiente algoritmo de ajuste<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-2\/#23_First_Fit_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\" >2.3. Algoritmo de primer ajuste<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-2\/#24_Worst_Fit_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\" >2.4. Algoritmo de peor ajuste<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-2\/#25_Best_Fit_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\" >2.5. Algoritmo de mejor ajuste<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\" id=\"2._1\ucc28\uc6d0_Bin_Packing_\uc54c\uace0\ub9ac\uc998\"><span class=\"ez-toc-section\" id=\"2_1%EC%B0%A8%EC%9B%90_Bin_Packing_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\"><\/span>2. Algoritmo de embalaje de contenedores unidimensional<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2.1._1\ucc28\uc6d0_Bin_Packing_\uc54c\uace0\ub9ac\uc998_\uc885\ub958\"><span class=\"ez-toc-section\" id=\"21_1%EC%B0%A8%EC%9B%90_Bin_Packing_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98_%EC%A2%85%EB%A5%98\"><\/span>2.1. Tipo de algoritmo de embalaje de bin unidimensional<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Los cuatro algoritmos representativos de Bin Packing son los siguientes.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Siguiente ajuste: rellene el \u00faltimo contenedor o el nuevo contenedor<\/li>\n\n\n\n<li>First Fit: busque y llene siempre desde el primer contenedor<\/li>\n\n\n\n<li>Peor ajuste: encuentre y llene el contenedor que puede llenar el elemento actual con el tama\u00f1o restante m\u00e1s grande entre todos los contenedores<\/li>\n\n\n\n<li>Mejor ajuste: encuentre y llene el contenedor que puede llenar el elemento actual con el tama\u00f1o restante m\u00e1s peque\u00f1o entre todos los contenedores.&nbsp;<\/li>\n<\/ol>\n\n\n\n<p>Adem\u00e1s, se puede obtener un resultado mucho m\u00e1s optimizado ordenando todo el Item en orden descendente de tama\u00f1o y aplicando cada algoritmo. Considerando el m\u00e9todo de aplicar el ordenamiento descendente, se puede decir que hay un total de 8 algoritmos.<\/p>\n\n\n\n<p>Las siguientes entradas y restricciones se utilizan para la explicaci\u00f3n. (Se omite el nombre del art\u00edculo en la entrada y solo se describe el tama\u00f1o)<\/p>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Entrada: 26 57 18 8 45 16 22 29 5 11 8 27 54 13 17 21 63 14 16 45 6 32 57 24 18 27 54 35 12 43 36 72 14 28 3 11 46 27 42 59 26 41 6 15<\/li>\n\n\n\n<li>Restricci\u00f3n: 80 (tama\u00f1o m\u00e1ximo de un contenedor)<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>Nota: Los datos y las restricciones de este caso son <a href=\"http:\/\/www.developerfusion.com\/article\/5540\/bin-packing\/\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/www.developerfusion.com\/article\/5540\/bin-packing\/<\/a> Los datos b\u00e1sicos de la aplicaci\u00f3n de muestra de embalaje de contenedores que se pueden descargar de . La pantalla de esta aplicaci\u00f3n de ejemplo es la siguiente.<\/p>\n\n\n\n<p><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-2.png\"><img loading=\"lazy\" decoding=\"async\" width=\"602\" height=\"329\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-2.png\" alt=\"Bin Packing Sample Application \ud654\uba74\" class=\"wp-image-137\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-2.png 602w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-2-300x164.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-2-18x10.png 18w\" sizes=\"auto, (max-width: 602px) 100vw, 602px\" \/><\/a><figcaption class=\"wp-element-caption\">Pantalla de aplicaci\u00f3n de muestra de embalaje en contenedores<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Echemos un vistazo detallado al pseudoc\u00f3digo, el proceso de procesamiento y el resultado de la ejecuci\u00f3n de cada algoritmo.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2.2._Next_Fit_\uc54c\uace0\ub9ac\uc998\"><span class=\"ez-toc-section\" id=\"22_Next_Fit_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\"><\/span>2.2. Siguiente algoritmo de ajuste<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Para cada art\u00edculo, se llena el \u00faltimo contenedor si se puede llenar, y si no se puede llenar, se crea y llena un nuevo contenedor. Next Fit es el m\u00e1s sencillo, pero el resultado no es \u00f3ptimo.<\/p>\n\n\n\n<pre data-no-translation class=\"EnlighterJSRAW\" data-enlighter-language=\"java\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\" data-no-auto-translation=\"\">\/\/ Pseudo code\nitem(1)\uc744 \uc0c8\ub85c\uc6b4 Bin(1)\uc5d0 \ucc44\uc6b4\ub2e4.\nfor (i=2; i&lt;=item \uac1c\uc218; i++) {\n    j = \ub9c8\uc9c0\ub9c9 Bin index\n    if (item(i).Size &lt;= Bin(j).\ub0a8\uc740\uacf5\uac04Size) {\n        Bin(j)\uc5d0 item(i)\ub97c \ucc44\uc6b4\ub2e4;\n    }\n    else {\n        \uc0c8\ub85c\uc6b4 Bin(j+1)\uc744 \uc0dd\uc131\ud558\uace0 item(i)\ub97c \ucc44\uc6b4\ub2e4;\n    }\n}<\/pre>\n\n\n\n<p><\/p>\n\n\n\n<p>Echemos un vistazo al proceso hasta el &lt;10&gt; de los valores de entrada anteriores en la figura a continuaci\u00f3n.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-3.png\"><img loading=\"lazy\" decoding=\"async\" width=\"81\" height=\"322\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-3.png\" alt=\"\uccab\ubc88\uc9f8 \uc785\ub825 \uac12 <26&gt;\" class=\"wp-image-139\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-3.png 81w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-3-3x12.png 3w\" sizes=\"auto, (max-width: 81px) 100vw, 81px\" \/><\/a><\/figure>\n\n\n\n<p>El primer valor de entrada &lt;26&gt; crea un nuevo Bin1 y lo llena.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-4.png\"><img loading=\"lazy\" decoding=\"async\" width=\"101\" height=\"322\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-4.png\" alt=\"\ub450\ubc88\uc9f8 \uc785\ub825 \uac12 <57&gt;\" class=\"wp-image-140\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-4.png 101w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-4-94x300.png 94w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-4-4x12.png 4w\" sizes=\"auto, (max-width: 101px) 100vw, 101px\" \/><\/a><\/figure>\n\n\n\n<p>Dado que el segundo valor de entrada &lt;57&gt; es mayor que el tama\u00f1o restante (54) de Bin(1) y no se puede llenar, se crea y llena un nuevo Bin(2).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-5.png\"><img loading=\"lazy\" decoding=\"async\" width=\"101\" height=\"322\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-5.png\" alt=\"\uc138\ubc88\uc9f8 \uc785\ub825 \uac12 <18&gt;\" class=\"wp-image-141\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-5.png 101w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-5-94x300.png 94w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-5-4x12.png 4w\" sizes=\"auto, (max-width: 101px) 100vw, 101px\" \/><\/a><\/figure>\n\n\n\n<p>El tercer valor de entrada &lt;18&gt; es m\u00e1s peque\u00f1o que el tama\u00f1o restante (23) del contenedor actual (2), por lo que se llena en el contenedor (2).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-6.png\"><img loading=\"lazy\" decoding=\"async\" width=\"122\" height=\"322\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-6.png\" alt=\"\ub124\ubc88\uc9f8 \uc785\ub825 \uac12 <8&gt;\" class=\"wp-image-142\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-6.png 122w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-6-114x300.png 114w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-6-5x12.png 5w\" sizes=\"auto, (max-width: 122px) 100vw, 122px\" \/><\/a><\/figure>\n\n\n\n<p>Dado que el cuarto valor de entrada &lt;8&gt; es mayor que el tama\u00f1o restante (5) del contenedor actual (2) y no se puede llenar, se crea y llena un nuevo contenedor (3). Como puede ver aqu\u00ed, el m\u00e9todo Next Fit no utiliza los contenedores que ya han pasado, incluso si todav\u00eda queda espacio. Por lo tanto, se puede desperdiciar mucho espacio.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-7.png\"><img loading=\"lazy\" decoding=\"async\" width=\"100\" height=\"322\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-7.png\" alt=\"\ub2e4\uc12f \ubc88\uc9f8 \uc785\ub825 \uac12 <45&gt;\" class=\"wp-image-143\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-7.png 100w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-7-93x300.png 93w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-7-4x12.png 4w\" sizes=\"auto, (max-width: 100px) 100vw, 100px\" \/><\/a><\/figure>\n\n\n\n<p>El quinto valor de entrada &lt;45&gt; es m\u00e1s peque\u00f1o que el tama\u00f1o restante (72) del contenedor actual (3), por lo que se llena en el contenedor (3).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-8.png\"><img loading=\"lazy\" decoding=\"async\" width=\"122\" height=\"322\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-8.png\" alt=\"\uc5ec\uc12f \ubc88\uc9f8 \uc785\ub825 \uac12 <16&gt;\" class=\"wp-image-144\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-8.png 122w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-8-114x300.png 114w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-8-5x12.png 5w\" sizes=\"auto, (max-width: 122px) 100vw, 122px\" \/><\/a><\/figure>\n\n\n\n<p>El sexto valor de entrada &lt;16&gt; es m\u00e1s peque\u00f1o que el tama\u00f1o restante (27) del contenedor actual (3), por lo que se llena en el contenedor (3).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-9.png\"><img loading=\"lazy\" decoding=\"async\" width=\"143\" height=\"322\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-9.png\" alt=\"\uc77c\uacf1 \ubc88\uc9f8 \uc785\ub825 \uac12 <22&gt;\" class=\"wp-image-145\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-9.png 143w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-9-133x300.png 133w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-9-5x12.png 5w\" sizes=\"auto, (max-width: 143px) 100vw, 143px\" \/><\/a><\/figure>\n\n\n\n<p>Dado que el s\u00e9ptimo valor de entrada &lt;22&gt; es mayor que el tama\u00f1o restante de Bin(3) (11) y no se puede llenar, se crea y llena un nuevo Bin(4).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-10.png\"><img loading=\"lazy\" decoding=\"async\" width=\"143\" height=\"322\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-10.png\" alt=\"\uc5ec\ub35f \ubc88\uc9f8 \uc785\ub825 \uac12 <29&gt;\" class=\"wp-image-146\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-10.png 143w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-10-133x300.png 133w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-10-5x12.png 5w\" sizes=\"auto, (max-width: 143px) 100vw, 143px\" \/><\/a><\/figure>\n\n\n\n<p>El octavo valor de entrada &lt;29&gt; es m\u00e1s peque\u00f1o que el tama\u00f1o restante (58) del contenedor actual (4), por lo que se llena en el contenedor (4).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-11.png\"><img loading=\"lazy\" decoding=\"async\" width=\"143\" height=\"322\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-11.png\" alt=\"\uc544\ud649 \ubc88\uc9f8 \uc785\ub825 \uac12 <5&gt;\" class=\"wp-image-147\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-11.png 143w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-11-133x300.png 133w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-11-5x12.png 5w\" sizes=\"auto, (max-width: 143px) 100vw, 143px\" \/><\/a><\/figure>\n\n\n\n<p>El noveno valor de entrada &lt;5&gt; es m\u00e1s peque\u00f1o que el tama\u00f1o restante (29) del contenedor actual (4), por lo que se llena en el contenedor (4).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-12.png\"><img loading=\"lazy\" decoding=\"async\" width=\"143\" height=\"322\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-12.png\" alt=\"\uc5f4 \ubc88\uc9f8 \uc785\ub825 \uac12 <11&gt;\" class=\"wp-image-148\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-12.png 143w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-12-133x300.png 133w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-12-5x12.png 5w\" sizes=\"auto, (max-width: 143px) 100vw, 143px\" \/><\/a><\/figure>\n\n\n\n<p>El d\u00e9cimo valor de entrada &lt;11&gt; es m\u00e1s peque\u00f1o que el tama\u00f1o restante (24) del contenedor actual (4), por lo que se llena en el contenedor (4).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Si contin\u00faa llenando hasta el \u00faltimo elemento en el m\u00e9todo Next Fit, puede obtener el siguiente resultado. (Pantalla de resultados de la aplicaci\u00f3n de muestra de embalaje de contenedores)<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-13.png\"><img loading=\"lazy\" decoding=\"async\" width=\"599\" height=\"453\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-13.png\" alt=\"Bin Packing Sample Application: Next Fit \uacb0\uacfc \uc608\uc2dc\" class=\"wp-image-149\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-13.png 599w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-13-300x227.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-13-16x12.png 16w\" sizes=\"auto, (max-width: 599px) 100vw, 599px\" \/><\/a><figcaption class=\"wp-element-caption\">Aplicaci\u00f3n de muestra de empaque de contenedores: ejemplo de resultados de Next Fit<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Como se puede ver en la figura anterior, el resultado del m\u00e9todo Next Fit es dif\u00edcil de ver como el resultado \u00f3ptimo debido a la gran p\u00e9rdida de espacio. Sin embargo, tiene la ventaja de una r\u00e1pida velocidad de ejecuci\u00f3n debido al peque\u00f1o n\u00famero de iteraciones. El espacio total es 1.840 (tama\u00f1o 80 por contenedor * n\u00famero de contenedores 23), el espacio restante total es 488 y la ineficiencia de espacio es de aproximadamente 26.52% (488\/1.840).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2.3._First_Fit_\uc54c\uace0\ub9ac\uc998\"><span class=\"ez-toc-section\" id=\"23_First_Fit_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\"><\/span>2.3. Algoritmo de primer ajuste<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Para cada art\u00edculo, verifique si se puede llenar todo el contenedor, ll\u00e9nelo en el primer contenedor que se pueda llenar y, si no, cree un contenedor nuevo y ll\u00e9nelo.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"java\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\" data-no-auto-translation=\"\">\/\/ Pseudo code\nitem(1)\uc744 \uc0c8\ub85c\uc6b4 Bin(1)\uc5d0 \ucc44\uc6b4\ub2e4.\nfor (i=2; i&lt;=item \uac1c\uc218; i++) {\n    for (j=1; j&lt;=Bin\uac2f\uc218: j++) { \/\/ \ud56d\uc0c1 \ucc98\uc74c Bin\ubd80\ud130\n        if (item(i).Size &lt;= Bin(j).\ub0a8\uc740\uacf5\uac04Size) {\n            \/\/ item(i)\ub97c \ucc44\uc6b8 \uc218 \uc788\ub294 Bin(j) \ud0d0\uc0c9\n            Bin(j)\uc5d0 item(i)\ub97c \ucc44\uc6b4\ub2e4;\n            exit for;\n        }\n    }\n    if (\ub9c8\uc9c0\ub9c9 Bin\uae4c\uc9c0 \ud0d0\uc0c9\ud574\ub3c4 \ucc44\uc6b8 \uc218 \uc5c6\uc5c8\uc73c\uba74) {\n        \uc0c8\ub85c\uc6b4 Bin(j+1)\uc744 \uc0dd\uc131\ud558\uace0 item(i)\ub97c \ucc44\uc6b4\ub2e4;\n    }\n}<\/pre>\n\n\n\n<p>El proceso de llenar hasta los primeros 10 de los datos de entrada anteriores con el m\u00e9todo First Fit se muestra en la siguiente figura.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-14.png\"><img loading=\"lazy\" decoding=\"async\" width=\"602\" height=\"286\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-14.png\" alt=\"First Fit \uacfc\uc815(\ucc98\uc74c 10\uac1c)\" class=\"wp-image-151\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-14.png 602w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-14-300x143.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-14-18x9.png 18w\" sizes=\"auto, (max-width: 602px) 100vw, 602px\" \/><\/a><figcaption class=\"wp-element-caption\">Curso First Fit (primeros 10)<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Rellenar todos los datos de entrada de esta manera da el siguiente resultado: (Pantalla de resultados de la aplicaci\u00f3n de muestra de embalaje de contenedores)<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-15.png\"><img loading=\"lazy\" decoding=\"async\" width=\"498\" height=\"452\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-15.png\" alt=\"Bin Packing Sample Application: First Fit \uacb0\uacfc \uc608\uc2dc\" class=\"wp-image-152\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-15.png 498w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-15-300x272.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-15-13x12.png 13w\" sizes=\"auto, (max-width: 498px) 100vw, 498px\" \/><\/a><figcaption class=\"wp-element-caption\">Aplicaci\u00f3n de muestra de empaque de contenedores: ejemplo de resultados de primer ajuste<\/figcaption><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p>El m\u00e9todo First Fit tiene la ventaja de que se desperdicia menos espacio que Next Fit y el espacio total es m\u00e1s peque\u00f1o debido a la menor cantidad de contenedores. Sin embargo, la desventaja es que el tiempo de ejecuci\u00f3n es largo debido al n\u00famero relativamente grande de iteraciones. El espacio total es 1520 (tama\u00f1o 80 por contenedor * n\u00famero de contenedores 19), el espacio restante total es 168 y la ineficiencia de espacio es de aproximadamente 11,051 TP2T (168\/1520).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2.4._Worst_Fit_\uc54c\uace0\ub9ac\uc998\"><span class=\"ez-toc-section\" id=\"24_Worst_Fit_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\"><\/span>2.4. Algoritmo de peor ajuste<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Para cada art\u00edculo, llene el contenedor que se puede llenar con el tama\u00f1o restante m\u00e1s grande entre todos los contenedores y, si no hay un contenedor adecuado, se crea y llena un contenedor nuevo.<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"java\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\" data-no-auto-translation=\"\">\/\/ Pseudo code\nitem(1)\uc744 \uc0c8\ub85c\uc6b4 Bin(1)\uc5d0 \ucc44\uc6b4\ub2e4;\nfor (i=2; i&lt;=item\uac2f\uc218; i++) {\n    long lMaxRemainSize = 0;\n    long lMaxRemainSizeBinIndex = 0;\n    for (j=1; j&lt;=Bin\uac2f\uc218: j++) {\n        \/\/ \ub0a8\uc740\uacf5\uac04Size\uac00 \uac00\uc7a5 \ud070 Bin \ud0d0\uc0c9\n        if (lMaxRemainSize &lt; Bin(j).\ub0a8\uc740\uacf5\uac04Size) {\n            lMaxRemainSize = Bin(j).\ub0a8\uc740\uacf5\uac04Size;\n            lMaxRemainSizeBinIndex = j;\n        }\n    }\n    if (item(i).Size &lt;= Bin(lMaxRemainSizeBinIndex) {\n        \/\/ \ub0a8\uc740\uacf5\uac04Size\uac00 \uac00\uc7a5 \ud070 Bin\uc5d0 item(i)\ub97c \ucc44\uc6b8 \uc218 \uc788\ub294 \uacbd\uc6b0\n        Bin(lMaxRemainSizeBinIndex)\uc5d0 item(i)\uc744 \ucc44\uc6b4\ub2e4;\n    }\n    else {\n        \uc0c8\ub85c\uc6b4 Bin(j+1)\uc744 \uc0dd\uc131\ud558\uace0 item(i)\uc744 \ucc44\uc6b4\ub2e4;\n    }\n}<\/pre>\n\n\n\n<p><\/p>\n\n\n\n<p>El proceso de llenar hasta los primeros 10 de los datos de entrada anteriores por el m\u00e9todo de peor ajuste se muestra en la figura a continuaci\u00f3n.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-16.png\"><img loading=\"lazy\" decoding=\"async\" width=\"602\" height=\"286\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-16.png\" alt=\"Worst Fit \uacfc\uc815(\ucc98\uc74c 10\uac1c)\" class=\"wp-image-153\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-16.png 602w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-16-300x143.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-16-18x9.png 18w\" sizes=\"auto, (max-width: 602px) 100vw, 602px\" \/><\/a><figcaption class=\"wp-element-caption\">Curso de peor ajuste (primeros 10)<\/figcaption><\/figure>\n<\/div>\n\n\n<p>En la figura, el elemento rojo indica un caso en el que el m\u00e9todo de llenado es diferente del m\u00e9todo de primer ajuste.<\/p>\n\n\n\n<p>Rellenar todos los datos de entrada de esta manera da el siguiente resultado: (Pantalla de resultados de la aplicaci\u00f3n de muestra de embalaje de contenedores)<\/p>\n\n\n\n<p><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-17.png\"><img loading=\"lazy\" decoding=\"async\" width=\"548\" height=\"451\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-17.png\" alt=\"Bin Packing Sample Application: Worst Fit \uacb0\uacfc \uc608\uc2dc\" class=\"wp-image-154\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-17.png 548w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-17-300x247.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-17-15x12.png 15w\" sizes=\"auto, (max-width: 548px) 100vw, 548px\" \/><\/a><figcaption class=\"wp-element-caption\">Aplicaci\u00f3n de muestra de empaque de contenedores: ejemplo de resultados de peor ajuste<\/figcaption><\/figure>\n<\/div>\n\n\n<p>El m\u00e9todo Worst Fit desperdicia menos espacio que Next Fit, pero desperdicia m\u00e1s espacio que First Fit. El espacio total es 1680 (tama\u00f1o 80 por contenedor * n\u00famero de contenedores 21), el espacio restante total es 328 y la ineficiencia de espacio es de aproximadamente 19,521 TP2T (328\/1680).<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"2.5._Best_Fit_\uc54c\uace0\ub9ac\uc998\"><span class=\"ez-toc-section\" id=\"25_Best_Fit_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98\"><\/span>2.5. Algoritmo de mejor ajuste<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Para cada art\u00edculo, es un m\u00e9todo para encontrar y llenar un contenedor que tenga el tama\u00f1o restante m\u00e1s peque\u00f1o entre todos los contenedores y pueda llenar el art\u00edculo correspondiente, y si no hay un contenedor adecuado, se crea y llena un nuevo contenedor.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\" data-enlighter-language=\"java\" data-enlighter-theme=\"\" data-enlighter-highlight=\"\" data-enlighter-linenumbers=\"\" data-enlighter-lineoffset=\"\" data-enlighter-title=\"\" data-enlighter-group=\"\" data-no-auto-translation=\"\">\/\/ Pseudo code\nfor (i=2; i&lt;=item\uac2f\uc218; i++) {\n    long lMinRemainSize = \uc81c\uc57d\uc870\uac74\uc73c\ub85c \uc785\ub825\ud55c Bin\uc758 \ucd5c\ub300 \ud06c\uae30;\n    long lMinRemainSizeBinIndex = 0;\n    for (j=1; j&lt;=Bin\uac2f\uc218: j++) {\n        \/\/ \ub0a8\uc740\uacf5\uac04Size\uac00 \uac00\uc7a5 \uc801\uc73c\uba74\uc11c item(i).Size\ub97c \ucc44\uc6b8 \uc218 \uc788\ub294 Bin \ud0d0\uc0c9\n        if (oBin(j).\ub0a8\uc740\uacf5\uac04Size >= item(i).SIze) and\n           (lMinRemainSize > oBin(j).\ub0a8\uc740\uacf5\uac04Size)\n            lMinRemainSize = Bin(j).\ub0a8\uc740\uacf5\uac04Size;\n            lMinRemainSizeBinIndex = j;\n        }\n    }\n    if (\uc801\ud569\ud55c Bin\uc744 \ucc3e\uc558\uc73c\uba74) {\n        Bin(lMinRemainSizeBinIndex)\uc5d0 item(i)\uc744 \ucc44\uc6b4\ub2e4;\n    }\n    else {\n        \uc0c8\ub85c\uc6b4 Bin(j+1)\uc744 \uc0dd\uc131\ud558\uace0 item(i)\uc744 \ucc44\uc6b4\ub2e4;\n    }\n}<\/pre>\n\n\n\n<p>El proceso de llenar hasta los primeros 10 de los datos de entrada anteriores en el m\u00e9todo Best Fit se muestra en la siguiente figura.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-18.png\"><img loading=\"lazy\" decoding=\"async\" width=\"602\" height=\"288\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-18.png\" alt=\"Best Fit \uacfc\uc815(\ucc98\uc74c 10\uac1c)\" class=\"wp-image-155\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-18.png 602w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-18-300x144.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-18-18x9.png 18w\" sizes=\"auto, (max-width: 602px) 100vw, 602px\" \/><\/a><figcaption class=\"wp-element-caption\">Curso Best Fit (primeros 10)<\/figcaption><\/figure>\n<\/div>\n\n\n<p>En la figura, el elemento rojo indica un caso en el que el m\u00e9todo de llenado es diferente del m\u00e9todo de primer ajuste. La comparaci\u00f3n del proceso con First Fit y Worst Fit brinda una comprensi\u00f3n clara del m\u00e9todo.<\/p>\n\n\n\n<p>Rellenar todos los datos de entrada de esta manera da el siguiente resultado: (Pantalla de resultados de la aplicaci\u00f3n de muestra de embalaje de contenedores)<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-19.png\"><img loading=\"lazy\" decoding=\"async\" width=\"498\" height=\"451\" src=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-19.png\" alt=\"Bin Packing Sample Application: Best Fit \uacb0\uacfc \uc608\uc2dc\" class=\"wp-image-156\" srcset=\"https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-19.png 498w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-19-300x272.png 300w, https:\/\/prodskill.com\/wp-content\/uploads\/2022\/09\/image-19-13x12.png 13w\" sizes=\"auto, (max-width: 498px) 100vw, 498px\" \/><\/a><figcaption class=\"wp-element-caption\">Aplicaci\u00f3n de muestra de empaque de contenedores: ejemplo de resultados de mejor ajuste<\/figcaption><\/figure>\n<\/div>\n\n\n<p>El m\u00e9todo de mejor ajuste generalmente logra los resultados m\u00e1s \u00f3ptimos, pero tiene la desventaja de que lleva mucho tiempo ejecutarlo debido a la gran cantidad de iteraciones. El espacio total es 1520 (tama\u00f1o 80 por contenedor * n\u00famero de contenedores 19), el espacio restante total es 168 y la ineficiencia de espacio es de aproximadamente 11,051 TP2T (168\/1520).<\/p>\n\n\n\n<p>El resultado de los m\u00e9todos First Fit y Best Fit que tienen la misma cantidad de contenedores y el mismo espacio residual es exclusivo de los datos de entrada utilizados como ejemplo y es posible que no siempre sea el mismo.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-dots\"\/>\n\n\n\n<p>Hemos analizado cada algoritmo hasta ahora y, a continuaci\u00f3n, compararemos el m\u00e9todo de aplicar la ordenaci\u00f3n descendente y el resultado de la aplicaci\u00f3n de cada algoritmo.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-medium-font-size\">&lt;&lt; <strong>Lista de art\u00edculos relacionados<\/strong> &gt;&gt;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-1\/\">Optimizaci\u00f3n de la distribuci\u00f3n del trabajo utilizando un algoritmo de empaque de contenedores unidimensional_1.Descripci\u00f3n general<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-2\/\">Optimizaci\u00f3n de la distribuci\u00f3n del trabajo mediante bin packing algor\u00edtmico unidimensional_2.Algoritmo (1)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-3\/\">Optimizaci\u00f3n de la distribuci\u00f3n del trabajo utilizando bin packing unidimensional algoritmo_2.Algoritmo(2)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-4\/\">Optimizaci\u00f3n de la distribuci\u00f3n del trabajo mediante el algoritmo bin packing unidimensional_3.Implementaci\u00f3n (1)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-5\/\">Optimizaci\u00f3n de la distribuci\u00f3n del trabajo mediante el algoritmo bin packing unidimensional_3.Implementaci\u00f3n (2)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-6\/\">Optimizaci\u00f3n de la distribuci\u00f3n del trabajo utilizando un algoritmo de empaque de contenedores unidimensional_4.Adjunto<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-7\/\">Cambios recientes de la herramienta de embalaje de contenedores unidimensionales (al 21 de marzo de 2021)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/es\/job-scheduling-using-1d-bin-packing-algorithm-toc\/\">Herramienta de optimizaci\u00f3n de la distribuci\u00f3n del trabajo utilizando un algoritmo de empaque de contenedores unidimensional. Contenido completo, Descargar<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>2. Algoritmo de embalaje bin 1D 2.1. Tipos de algoritmo de empaque de contenedores 1D Los cuatro algoritmos representativos de empaque de contenedores son los siguientes. Adem\u00e1s, se pueden obtener resultados a\u00fan m\u00e1s optimizados clasificando todos los elementos en orden descendente de tama\u00f1o y aplicando cada algoritmo. Teniendo en cuenta incluso c\u00f3mo aplicar una ordenaci\u00f3n descendente, el total...<\/p>","protected":false},"author":1,"featured_media":136,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[25],"tags":[15,16,17,18],"class_list":["post-134","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1d-bin-packing-tool","tag-python","tag-binpacking","tag-vba","tag-18"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>1\ucc28\uc6d0 Bin Packing \uc54c\uace0\ub9ac\uc998\uc744 \ud65c\uc6a9\ud55c \uc791\uc5c5 \ubc30\ubd84 \ucd5c\uc801\ud654_2.\uc54c\uace0\ub9ac\uc998(1)<\/title>\n<meta name=\"description\" content=\"1\ucc28\uc6d0 Bin Packing \uc54c\uace0\ub9ac\uc998 \uc911 \ub300\ud45c\uc801\uc778 \ub124\uac00\uc9c0 \uc54c\uace0\ub9ac\uc998\uc778 Next Fit, First Fit, Worst Fit, 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