{"id":94155,"date":"2021-02-15T12:00:00","date_gmt":"2021-02-15T11:00:00","guid":{"rendered":"https:\/\/industry-science.com\/?post_type=article&#038;p=94155"},"modified":"2024-04-16T16:16:37","modified_gmt":"2024-04-16T14:16:37","slug":"iterative-optimization-based-simulation-decision-support-for-adjustments-in-complex-production-and-logistics-systems","status":"publish","type":"article","link":"https:\/\/industry-science.com\/en\/articles\/iterative-optimization-based-simulation-decision-support-for-adjustments-in-complex-production-and-logistics-systems\/","title":{"rendered":"Iterative Optimization-based Simulation"},"content":{"rendered":"<hr>\n<div class=\"gito-pub-content-bibliography\">\n<h2>Bibliography <\/h2>\n[1] Law, A.: Simulation Modeling and Analysis. New York (2015).<br \/>\n[2] Steven, M.: Hierarchische Produktionsplanung. Heidelberg (1994).<br \/>\n[3] Verein Deutscher Ingenieure: VDI-Richtlinie 3633 Blatt 12: Simulation von Logistik-, Materialfluss- und Produktionssystemen. Berlin (2020).<br \/>\n[4] M\u00e4rz, L. u. a. (Hrsg.): Simulation und Optimierung in Produktion und Logistik. Berlin, Heidelberg (2011).<br \/>\n[5] Figueira, G.; Almada-Lobo, B.: Hybdrid Simulation-Optimization Methods: A Taxonomy and Discussion. In: Simulation Modelling Practice and Theory 46, S. 118-134 (2014).<\/div>\n<div id=\"download-section\" class=\"gito-pub-download-section\" style=\"text-align:center;margin:20px;\">\n<h2>Your downloads<\/h2>\n<p><button style=\"font-size:14px;margin-right:15px;\" class=\"button gito-pub-cpt-download-button\" data-postid=\"94155\" data-userid =\"0\" data-filename=\"oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1.pdf\"><span style=\"margin-top:5px !important;\" class=\"dashicons dashicons-download\"><\/span>&nbsp;&nbsp;PDF<\/button><\/div>\n<br>Solutions: <span class=\"gito-pub-tag-element\"><a href=\"\/en\/functions\/production-planning\/\">Production Planning<\/a><\/span> <div class=\"gito-pub-tags-social-share\" style=\"display:flex;justify-content:space-between;\"><div>Tags: <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/discrete-event-simulation\/\">discrete event simulation<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/optimization-based-simulation\/\">optimization-based simulation<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/production-facility-planning\/\">production facility planning<\/a><\/span> <span class=\"gito-pub-tag-element\"><a href=\"\/tag\/production-planning\/\">production planning<\/a><\/span> <\/div><div><div class=\"social-icons share-icons share-row relative\" ><a href=\"whatsapp:\/\/send?text=Iterative%20Optimization-based%20Simulation - https:\/\/industry-science.com\/en\/articles\/iterative-optimization-based-simulation-decision-support-for-adjustments-in-complex-production-and-logistics-systems\/\" data-action=\"share\/whatsapp\/share\" class=\"icon button circle is-outline tooltip whatsapp show-for-medium\" title=\"Share on WhatsApp\" aria-label=\"Share on WhatsApp\"><i class=\"icon-whatsapp\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/www.facebook.com\/sharer.php?u=https:\/\/industry-science.com\/en\/articles\/iterative-optimization-based-simulation-decision-support-for-adjustments-in-complex-production-and-logistics-systems\/\" data-label=\"Facebook\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip facebook\" title=\"Share on Facebook\" aria-label=\"Share on Facebook\" rel=\"noopener nofollow\"><i class=\"icon-facebook\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/x.com\/share?url=https:\/\/industry-science.com\/en\/articles\/iterative-optimization-based-simulation-decision-support-for-adjustments-in-complex-production-and-logistics-systems\/\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip x\" title=\"Share on X\" aria-label=\"Share on X\" rel=\"noopener nofollow\"><i class=\"icon-x\" aria-hidden=\"true\"><\/i><\/a><a href=\"mailto:?subject=Iterative%20Optimization-based%20Simulation&body=Check%20this%20out%3A%20https%3A%2F%2Findustry-science.com%2Fen%2Farticles%2Fiterative-optimization-based-simulation-decision-support-for-adjustments-in-complex-production-and-logistics-systems%2F\" class=\"icon button circle is-outline tooltip email\" title=\"Email to a Friend\" aria-label=\"Email to a Friend\" rel=\"nofollow\"><i class=\"icon-envelop\" aria-hidden=\"true\"><\/i><\/a><a href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&url=https:\/\/industry-science.com\/en\/articles\/iterative-optimization-based-simulation-decision-support-for-adjustments-in-complex-production-and-logistics-systems\/&title=Iterative%20Optimization-based%20Simulation\" onclick=\"window.open(this.href,this.title,'width=500,height=500,top=300px,left=300px'); return false;\" target=\"_blank\" class=\"icon button circle is-outline tooltip linkedin\" title=\"Share on LinkedIn\" aria-label=\"Share on LinkedIn\" rel=\"noopener nofollow\"><i class=\"icon-linkedin\" aria-hidden=\"true\"><\/i><\/a><\/div><\/div><\/div><hr style=\"margin-top:0px;\">\n","protected":false},"excerpt":{"rendered":"<p>Simulation is frequently used for prediction of the outcome of adjustments in production systems. Real decision processes must be represented in the simulation. To achieve this, complex real decision processes have to be transferred into the simulation. This leads to a high effort for the creation of simulation models. This is resolved by the concept of iterative optimization-based simulation. Instead of transferring complex decision processes into the simulation, the predicted parameters are exported and existing decision processes determine a solution.<\/p>\n","protected":false},"featured_media":96003,"menu_order":0,"template":"","categories":[79167,4713,79168,79298],"tags":[70880,77858,77859,68691],"product_cat":[],"topic":[],"technology":[67717],"knowhow":[],"industry":[],"writer":[83223,83298,83224],"content-type":[],"potential":[],"solution":[67577],"glossary":[],"class_list":{"0":"post-94155","1":"article","2":"type-article","3":"status-publish","4":"has-post-thumbnail","6":"category-design-en","7":"category-translate","8":"category-translate-en","9":"category-typeset","10":"tag-discrete-event-simulation","11":"tag-optimization-based-simulation","12":"tag-production-facility-planning","13":"tag-production-planning","14":"technology-simulation-en","15":"writer-christian-weckenborg-en","16":"writer-patrick-oetjegerdes-en","17":"writer-thomas-s-spengler-en","18":"solution-production-planning","19":"product","20":"first","21":"instock","22":"downloadable","23":"virtual","24":"sold-individually","25":"taxable","26":"purchasable","27":"product-type-article"},"uagb_featured_image_src":{"full":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788.jpg",1400,788,false],"thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-150x150.jpg",150,150,true],"medium":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-666x375.jpg",666,375,true],"medium_large":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-768x432.jpg",768,432,true],"large":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-1024x576.jpg",1020,574,true],"front-page-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-1032x320.jpg",1032,320,true],"post-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-764x376.jpg",764,376,true],"post-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-392x320.jpg",392,320,true],"post-teaser-mobile":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-608x496.jpg",608,496,true],"post-custom-size":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-640x325.jpg",640,325,true],"whitepaper-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-274x376.jpg",274,376,true],"card-big":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-514x292.jpg",514,292,true],"card-portrait":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-320x440.jpg",320,440,true],"card-big-company":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-514x289.jpg",514,289,true],"gp-listing":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-196x180.jpg",196,180,true],"1536x1536":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788.jpg",1400,788,false],"2048x2048":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788.jpg",1400,788,false],"woocommerce_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-510x510.jpg",510,510,true],"woocommerce_single":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-510x287.jpg",510,287,true],"woocommerce_gallery_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-100x100.jpg",100,100,true],"dgwt-wcas-product-suggestion":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/oetjegerdes_Iterative-optimierungsbasierte-Simulation_IM2021_1-1400x788-64x36.jpg",64,36,true]},"uagb_author_info":{"display_name":"Christoph Brocks","author_link":"https:\/\/industry-science.com\/en\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"Simulation is frequently used for prediction of the outcome of adjustments in production systems. Real decision processes must be represented in the simulation. To achieve this, complex real decision processes have to be transferred into the simulation. This leads to a high effort for the creation of simulation models. This is resolved by the concept&hellip;","_links":{"self":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article\/94155","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/article"}],"about":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/types\/article"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media\/96003"}],"wp:attachment":[{"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/media?parent=94155"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/categories?post=94155"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/tags?post=94155"},{"taxonomy":"product_cat","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/product_cat?post=94155"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/topic?post=94155"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/technology?post=94155"},{"taxonomy":"knowhow","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/knowhow?post=94155"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/industry?post=94155"},{"taxonomy":"writer","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/writer?post=94155"},{"taxonomy":"content-type","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/content-type?post=94155"},{"taxonomy":"potential","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/potential?post=94155"},{"taxonomy":"solution","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/solution?post=94155"},{"taxonomy":"glossary","embeddable":true,"href":"https:\/\/industry-science.com\/en\/wp-json\/wp\/v2\/glossary?post=94155"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}