{"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\/de\/job-scheduling-using-1d-bin-packing-algorithm-2\/","title":{"rendered":"Optimierung der Arbeitsverteilung durch eindimensionalen Bin-Packing-Algorithmus_2.Algorithmus (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;Inhaltsverzeichnis&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=\"Inhaltsverzeichnis umschalten\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Umschalten<\/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\/de\/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. Eindimensionaler Bin-Packing-Algorithmus<\/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\/de\/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. Typ des eindimensionalen Bin-Packing-Algorithmus<\/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\/de\/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. Next-Fit-Algorithmus<\/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\/de\/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. First-Fit-Algorithmus<\/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\/de\/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. Worst-Fit-Algorithmus<\/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\/de\/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. Best-Fit-Algorithmus<\/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. Eindimensionaler Bin-Packing-Algorithmus<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. Typ des eindimensionalen Bin-Packing-Algorithmus<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Die vier repr\u00e4sentativen Algorithmen von Bin Packing sind wie folgt.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Next Fit: F\u00fcllen Sie den letzten Beh\u00e4lter oder den neuen Beh\u00e4lter aus<\/li>\n\n\n\n<li>First Fit: Suchen und bef\u00fcllen Sie immer den ersten Beh\u00e4lter<\/li>\n\n\n\n<li>Am schlechtesten geeignet: Suchen und f\u00fcllen Sie den Beh\u00e4lter, der den aktuellen Artikel mit der gr\u00f6\u00dften verbleibenden Gr\u00f6\u00dfe unter allen Beh\u00e4ltern f\u00fcllen kann<\/li>\n\n\n\n<li>Best Fit: Suchen und f\u00fcllen Sie den Beh\u00e4lter, der den aktuellen Artikel mit der kleinsten verbleibenden Gr\u00f6\u00dfe unter allen Beh\u00e4ltern f\u00fcllen kann.&nbsp;<\/li>\n<\/ol>\n\n\n\n<p>Dar\u00fcber hinaus kann ein viel optimierteres Ergebnis erzielt werden, indem das gesamte Element in absteigender Reihenfolge der Gr\u00f6\u00dfe sortiert und jeder Algorithmus angewendet wird. In Anbetracht der Methode zur Anwendung der absteigenden Sortierung kann gesagt werden, dass es insgesamt 8 Algorithmen gibt.<\/p>\n\n\n\n<p>Die folgenden Eingaben und Beschr\u00e4nkungen werden zur Erl\u00e4uterung verwendet. (Der Name des Artikels in der Eingabe entf\u00e4llt und es wird nur die Gr\u00f6\u00dfe beschrieben)<\/p>\n\n\n\n<p><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Eingabe: 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 68<\/li>\n\n\n\n<li>Einschr\u00e4nkung: 80 (maximale Gr\u00f6\u00dfe eines Beh\u00e4lters)<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p>Hinweis: Dies sind Falldaten und Einschr\u00e4nkungen <a href=\"http:\/\/www.developerfusion.com\/article\/5540\/bin-packing\/\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/www.developerfusion.com\/article\/5540\/bin-packing\/<\/a> Die Grunddaten der Bin Packing Sample Application, die unter heruntergeladen werden kann. Der Bildschirm dieser Beispielanwendung sieht wie folgt aus.<\/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\">Beispielanwendungsbildschirm Beh\u00e4lterverpackung<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Werfen wir einen detaillierten Blick auf den Pseudocode, den Verarbeitungsprozess und das Ausf\u00fchrungsergebnis jedes Algorithmus.<\/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. Next-Fit-Algorithmus<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>F\u00fcr jeden Artikel wird der letzte Beh\u00e4lter gef\u00fcllt, wenn er gef\u00fcllt werden kann, und wenn er nicht gef\u00fcllt werden kann, wird ein neuer Beh\u00e4lter erstellt und gef\u00fcllt. Next Fit ist am einfachsten, aber das Ergebnis ist nicht optimal.<\/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>Schauen wir uns den Vorgang bis zur &lt;10&gt; der obigen Eingabewerte in der folgenden Abbildung an.<\/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>Der erste Eingabewert &lt;26&gt; erstellt ein neues Bin1 und f\u00fcllt es.<\/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>Da der zweite Eingabewert &lt;57&gt; gr\u00f6\u00dfer als die verbleibende Gr\u00f6\u00dfe (54) von Bin(1) ist und nicht gef\u00fcllt werden kann, wird ein neuer Bin(2) erstellt und gef\u00fcllt.<\/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>Der dritte Eingabewert &lt;18&gt; ist kleiner als die verbleibende Gr\u00f6\u00dfe (23) des aktuellen Bin (2), also wird er in Bin (2) gef\u00fcllt.<\/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>Da der vierte Eingabewert &lt;8&gt; gr\u00f6\u00dfer als die verbleibende Gr\u00f6\u00dfe (5) des aktuellen Bin (2) ist und nicht gef\u00fcllt werden kann, wird ein neuer Bin (3) erstellt und gef\u00fcllt. Wie Sie hier sehen k\u00f6nnen, verwendet die Next Fit-Methode nicht die bereits durchlaufenen Bins, auch wenn noch Platz vorhanden ist. Daher kann viel Platz verschwendet werden.<\/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>Der f\u00fcnfte Eingabewert &lt;45&gt; ist kleiner als die verbleibende Gr\u00f6\u00dfe (72) des aktuellen Bin (3), also wird er in Bin (3) gef\u00fcllt.<\/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>Der sechste Eingabewert &lt;16&gt; ist kleiner als die verbleibende Gr\u00f6\u00dfe (27) des aktuellen Bin (3), also wird er in Bin (3) gef\u00fcllt.<\/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>Da der siebte Eingabewert &lt;22&gt; gr\u00f6\u00dfer als die verbleibende Gr\u00f6\u00dfe von Bin(3) (11) ist und nicht gef\u00fcllt werden kann, wird ein neuer Bin(4) erstellt und gef\u00fcllt.<\/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>Der achte Eingabewert &lt;29&gt; ist kleiner als die verbleibende Gr\u00f6\u00dfe (58) des aktuellen Bin (4), also wird er in Bin (4) gef\u00fcllt.<\/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>Der neunte Eingabewert &lt;5&gt; ist kleiner als die verbleibende Gr\u00f6\u00dfe (29) des aktuellen Bin (4), also wird er in Bin (4) gef\u00fcllt.<\/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>Der zehnte Eingabewert &lt;11&gt; ist kleiner als die verbleibende Gr\u00f6\u00dfe (24) des aktuellen Bin (4), also wird er in Bin (4) gef\u00fcllt.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Wenn Sie bis zum letzten Element in der Next Fit-Methode auff\u00fcllen, k\u00f6nnen Sie das folgende Ergebnis erhalten. (Ergebnisbildschirm der Bin-Packing-Beispielanwendung)<\/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\">Anwendungsbeispiel Beh\u00e4lterverpackung: Beispiel f\u00fcr Next-Fit-Ergebnisse<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Wie in der obigen Abbildung zu sehen ist, ist das Ergebnis der Next-Fit-Methode aufgrund der gro\u00dfen Platzverschwendung schwer als optimales Ergebnis zu sehen. Es hat jedoch den Vorteil einer schnellen Ausf\u00fchrungsgeschwindigkeit aufgrund der geringen Anzahl von Iterationen. Der Gesamtplatz betr\u00e4gt 1.840 (Gr\u00f6\u00dfe 80 pro Fach * Anzahl der F\u00e4cher 23), und der verbleibende Gesamtplatz betr\u00e4gt 488, und die Platzineffizienz betr\u00e4gt etwa 26,521 TP2T (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. First-Fit-Algorithmus<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Pr\u00fcfen Sie f\u00fcr jeden Artikel, ob der gesamte Beh\u00e4lter gef\u00fcllt werden kann, f\u00fcllen Sie ihn in den ersten Beh\u00e4lter, der gef\u00fcllt werden kann, und wenn nicht, erstellen Sie einen neuen Beh\u00e4lter und f\u00fcllen Sie ihn.<\/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>Der Vorgang des Auff\u00fcllens der ersten 10 der obigen Eingabedaten mit der First-Fit-Methode ist in der folgenden Abbildung dargestellt.<\/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\">First Fit Kurs (erste 10)<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Das Ausf\u00fcllen der gesamten Eingabedaten auf diese Weise ergibt das folgende Ergebnis: (Ergebnisbildschirm der Bin-Packing-Beispielanwendung)<\/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\">Anwendungsbeispiel Beh\u00e4lterverpackung: Beispiel f\u00fcr First-Fit-Ergebnisse<\/figcaption><\/figure>\n<\/div>\n\n\n<p><\/p>\n\n\n\n<p>Die First-Fit-Methode hat den Vorteil, dass weniger Platz verschwendet wird als bei der Next-Fit-Methode, und dass aufgrund weniger Beh\u00e4lter insgesamt weniger Platz zur Verf\u00fcgung steht. Der Nachteil ist jedoch, dass die Ausf\u00fchrungszeit aufgrund der relativ gro\u00dfen Anzahl von Iterationen lang ist. Der Gesamtplatz betr\u00e4gt 1.520 (Gr\u00f6\u00dfe 80 pro Fach * Anzahl der F\u00e4cher 19), der verbleibende Gesamtplatz betr\u00e4gt 168, und die Platzineffizienz betr\u00e4gt etwa 11,051 TP2T (168\/1.520).<\/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. Worst-Fit-Algorithmus<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>F\u00fcllen Sie f\u00fcr jeden Artikel den Beh\u00e4lter, der von allen Beh\u00e4ltern mit der gr\u00f6\u00dften verbleibenden Gr\u00f6\u00dfe gef\u00fcllt werden kann, und wenn es keinen geeigneten Beh\u00e4lter gibt, wird ein neuer Beh\u00e4lter erstellt und gef\u00fcllt.<\/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>Der Vorgang des Auff\u00fcllens der ersten 10 der oben genannten Eingabedaten nach der Worst-Fit-Methode ist in der folgenden Abbildung dargestellt.<\/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\">Worst-Fit-Kurs (erste 10)<\/figcaption><\/figure>\n<\/div>\n\n\n<p>In der Abbildung zeigt das rote Element einen Fall an, in dem sich das F\u00fcllverfahren von dem First-Fit-Verfahren unterscheidet.<\/p>\n\n\n\n<p>Das Ausf\u00fcllen der gesamten Eingabedaten auf diese Weise ergibt das folgende Ergebnis: (Ergebnisbildschirm der Bin-Packing-Beispielanwendung)<\/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\">Anwendungsbeispiel Beh\u00e4lterverpackung: Beispiel f\u00fcr Worst-Fit-Ergebnisse<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Die Worst-Fit-Methode verschwendet weniger Platz als die Next-Fit-Methode, aber mehr Platz als die First-Fit-Methode. Der Gesamtplatz betr\u00e4gt 1.680 (Gr\u00f6\u00dfe 80 pro Fach * Anzahl der F\u00e4cher 21), und der verbleibende Gesamtplatz betr\u00e4gt 328, und die Platzineffizienz betr\u00e4gt etwa 19,521 TP2T (328\/1.680).<\/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. Best-Fit-Algorithmus<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>F\u00fcr jeden Artikel ist es ein Verfahren, einen Beh\u00e4lter zu finden und zu f\u00fcllen, der die kleinste verbleibende Gr\u00f6\u00dfe unter allen Beh\u00e4ltern hat und den entsprechenden Artikel f\u00fcllen kann, und wenn es keinen geeigneten Beh\u00e4lter gibt, wird ein neuer Beh\u00e4lter erstellt und gef\u00fcllt.<\/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>Der Vorgang des Auff\u00fcllens der ersten 10 der oben genannten Eingabedaten in der Best-Fit-Methode ist in der folgenden Abbildung dargestellt.<\/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\">Best Fit Kurs (erste 10)<\/figcaption><\/figure>\n<\/div>\n\n\n<p>In der Abbildung zeigt das rote Element einen Fall an, in dem sich das F\u00fcllverfahren von dem First-Fit-Verfahren unterscheidet. Der Vergleich des Prozesses mit First Fit und Worst Fit gibt ein klares Verst\u00e4ndnis der Methode.<\/p>\n\n\n\n<p>Das Ausf\u00fcllen der gesamten Eingabedaten auf diese Weise ergibt das folgende Ergebnis: (Ergebnisbildschirm der Bin-Packing-Beispielanwendung)<\/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\">Anwendungsbeispiel Beh\u00e4lterverpackung: Beispiel f\u00fcr Best-Fit-Ergebnisse<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Das Best-Fit-Verfahren erzielt im Allgemeinen die optimalsten Ergebnisse, hat jedoch den Nachteil, dass es aufgrund der gro\u00dfen Anzahl von Iterationen lange dauert, bis es ausgef\u00fchrt wird. Der Gesamtplatz betr\u00e4gt 1.520 (Gr\u00f6\u00dfe 80 pro Fach * Anzahl der F\u00e4cher 19), der verbleibende Gesamtplatz betr\u00e4gt 168, und die Platzineffizienz betr\u00e4gt etwa 11,051 TP2T (168\/1.520).<\/p>\n\n\n\n<p>Das Ergebnis der First-Fit- und Best-Fit-Methoden mit der gleichen Anzahl von Bins und dem gleichen Restraum ist f\u00fcr die als Beispiel verwendeten Eingabedaten eindeutig und muss nicht immer gleich sein.<\/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>Wir haben uns bisher jeden Algorithmus angesehen, und als n\u00e4chstes werden wir die Methode der Anwendung der absteigenden Sortierung und das Anwendungsergebnis jedes Algorithmus vergleichen.<\/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>Liste verwandter Artikel<\/strong> &gt;&gt;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/prodskill.com\/de\/job-scheduling-using-1d-bin-packing-algorithm-1\/\">Optimierung der Arbeitsverteilung durch eindimensionalen Bin-Packing-Algorithmus_1.\u00dcberblick<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/de\/job-scheduling-using-1d-bin-packing-algorithm-2\/\">Optimierung der Arbeitsverteilung durch eindimensionalen Bin-Packing-Algorithmus_2.Algorithmus (1)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/de\/job-scheduling-using-1d-bin-packing-algorithm-3\/\">Optimierung der Arbeitsverteilung mit eindimensionalem Bin-Packing-Algorithmus_2.Algorithmus(2)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/de\/job-scheduling-using-1d-bin-packing-algorithm-4\/\">Optimierung der Arbeitsverteilung durch eindimensionalen Bin-Packing-Algorithmus_3.Implementierung (1)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/de\/job-scheduling-using-1d-bin-packing-algorithm-5\/\">Optimierung der Arbeitsverteilung durch eindimensionalen Bin-Packing-Algorithmus_3.Implementierung (2)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/de\/job-scheduling-using-1d-bin-packing-algorithm-6\/\">Optimierung der Arbeitsverteilung durch eindimensionalen Bin-Packing-Algorithmus_4.Attachment<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/de\/job-scheduling-using-1d-bin-packing-algorithm-7\/\">Letzte \u00c4nderungen am eindimensionalen Bin-Packing-Tool (Stand: 21. M\u00e4rz 2021)<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/prodskill.com\/de\/job-scheduling-using-1d-bin-packing-algorithm-toc\/\">Tool zur Optimierung der Arbeitsverteilung mit eindimensionalem Bin-Packing-Algorithmus Vollst\u00e4ndiger Inhalt, Download<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>2. 1D-Bin-Packing-Algorithmus 2.1. Arten von 1D-Bin-Packing-Algorithmen Die vier repr\u00e4sentativen Algorithmen f\u00fcr das Bin-Packing sind wie folgt. Dar\u00fcber hinaus k\u00f6nnen noch optimiertere Ergebnisse erzielt werden, indem alle Elemente in absteigender Reihenfolge der Gr\u00f6\u00dfe sortiert und die einzelnen Algorithmen angewendet werden. Selbst wenn man bedenkt, wie man eine absteigende Sortierung anwendet, ist die Gesamtsumme...<\/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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