


{"id":498,"date":"2015-03-13T18:31:07","date_gmt":"2015-03-13T17:31:07","guid":{"rendered":"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/ciop\/?page_id=498"},"modified":"2025-01-20T08:42:26","modified_gmt":"2025-01-20T07:42:26","slug":"monrep","status":"publish","type":"page","link":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/research\/monrep\/","title":{"rendered":"MONREP"},"content":{"rendered":"<h2 style=\"margin-top: 10px;margin-bottom: 10px;padding-top: 0px;padding-bottom: 0px\"><strong>M<\/strong>odel-based\u00a0<strong>O<\/strong>ptimization for\u00a0<strong>N<\/strong>onlinear,\u00a0<strong>RE<\/strong>stricted\u00a0<strong>P<\/strong>roduction processes<\/h2>\n<p style=\"margin-top: 10px;margin-bottom: 10px;padding-top: 0px;padding-bottom: 0px\" class=\"lead\">MONREP, funded by the German minister for economics (BMWi), is a ZIM project (central innovation SME) is conducted during the time span 2014-2015. Project partners are Cologne University of Applied Sciences, and\u00a0\u00a0<a href=\"http:\/\/www.divis-gmbh.de\/\">divis GmbH, Dortmund<\/a>.\u00a0<a class=\"thickbox\" href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2015\/03\/aeroelasticity-300x264.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-565 size-full\" style=\"width: 300px;height: 264px\" src=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2015\/03\/aeroelasticity-300x264.jpg\" alt=\"aeroelasticity-300x264\" width=\"300\" height=\"264\" \/><\/a><\/p>\n<p>The research area is focused on finding optimization techniques which can efficiently address real-world expensive optimization problems.<\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;padding-top: 0px;padding-bottom: 0px\"><strong>Application areas<\/strong>: optimization of wing profiles, crash simulations and weight optimization in automotive industries.<\/p>\n<p>For more information about MONREP in German\u00a0please refer to <a href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/2014\/03\/21\/zim-projekt-monrep-gestartet\/\">this link<\/a>.<\/p>\n<h2 style=\"margin-top: 20px;margin-bottom: 10px;padding-top: 0px;padding-bottom: 0px\"><strong>Project members<\/strong><\/h2>\n<table style=\"width: 500px\" border=\"0\" cellspacing=\"1\" cellpadding=\"1\">\n<tbody>\n<tr>\n<td>\n<table style=\"width: 112px\" border=\"0\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr>\n<td><a class=\"thickbox\" href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2015\/03\/FH_20150107_Samineh_Bagheri_07-e1426252517395.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-409 size-full\" style=\"width: 200px;height: 150px\" src=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2015\/03\/FH_20150107_Samineh_Bagheri_07-e1426252517395.jpg\" alt=\"Samineh Bagheri - TH K\u00f6ln\" width=\"1594\" height=\"1948\" srcset=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2015\/03\/FH_20150107_Samineh_Bagheri_07-e1426252517395.jpg 1594w, https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2015\/03\/FH_20150107_Samineh_Bagheri_07-e1426252517395-245x300.jpg 245w, https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2015\/03\/FH_20150107_Samineh_Bagheri_07-e1426252517395-838x1024.jpg 838w\" sizes=\"auto, (max-width: 1594px) 100vw, 1594px\" \/><\/a><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-size: 10px\">\u00a9\u00a0Schm\u00fclgen\/FH K\u00f6ln<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/td>\n<td><span style=\"font-size: 14px\"><a href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/about\/people-2\/\">Samineh Bagheri<\/a>, TH K\u00f6ln<\/span><\/td>\n<td><a class=\"thickbox\" href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/08\/konen-3.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1298 size-medium\" style=\"width: 210px;height: 150px\" src=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/08\/konen-3-249x300.jpg\" alt=\"konen-3\" width=\"72\" height=\"48\" \/><\/a><\/td>\n<td><span style=\"font-size: 14px\"><a href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/about\/people-2\/\">Prof. Dr. Wolfgang Konen<\/a>, TH K\u00f6ln<\/span><\/td>\n<\/tr>\n<tr>\n<td><a class=\"thickbox\" href=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/08\/patrickPortrait.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1300 size-medium\" style=\"width: 150px;height: 160px\" src=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/08\/patrickPortrait-215x300.jpg\" alt=\"Patrick Koch\" width=\"112\" height=\"150\" \/><\/a><\/td>\n<td><span style=\"font-size: 14px\"><a href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/about\/people-2\/\">Dr. Patrick Koch<\/a>, TH K\u00f6ln<\/span><\/td>\n<td colspan=\"2\">\n<h2 style=\"margin-top: 10px;margin-bottom: 10px;padding-top: 0px;padding-bottom: 0px\"><a class=\"thickbox\" href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2015\/03\/BMWi_Web_de_WBZ.gif\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-773 size-full\" src=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2015\/03\/BMWi_Web_de_WBZ.gif\" alt=\"BMWi_Web_de_WBZ\" width=\"205\" height=\"170\" \/><\/a><\/h2>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&nbsp;<\/p>\n<h2 style=\"margin-top: 10px;margin-bottom: 10px;padding-top: 0px;padding-bottom: 0px\"><strong>Honors<\/strong><\/h2>\n<ul>\n<li><a href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/2014\/12\/02\/young-author-award-for-patrick-koch\/\"><span style=\"font-size: 14px\">Young author award for MONREP paper by Patrick Koch<\/span><\/a><\/li>\n<li><a href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/2015\/01\/12\/daad-price-for-samineh-bagheri\/\"><span style=\"font-size: 14px\">DAAD price for MONREP student researcher Samineh Bagheri<\/span><\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h2 style=\"margin-top: 10px;margin-bottom: 10px;padding-top: 0px;padding-bottom: 0px\"><strong>Publications<\/strong><\/h2>\n<div class=\"teachpress_pub_list\"><form name=\"tppublistform\" method=\"get\"><a name=\"tppubs\" id=\"tppubs\"><\/a><\/form><div class=\"teachpress_publication_list\"><h3 class=\"tp_h3\" id=\"tp_h3_2020\">2020<\/h3><div class=\"tp_publication tp_publication_phdthesis\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh<\/p><p class=\"tp_pub_title\">Self-Adjusting Surrogate-Assisted Optimization Techniques for Expensive Constrained Black Box Problems <span class=\"tp_pub_type tp_  phdthesis\">Promotionsarbeit<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_school\">Leiden University and TH K\u00f6ln, <\/span><span class=\"tp_pub_additional_year\">2020<\/span><span class=\"tp_pub_additional_note\">, (PhD thesis)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_514\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('514','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_514\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@phdthesis{Bagheri2020,<br \/>\r\ntitle = {Self-Adjusting Surrogate-Assisted Optimization Techniques for Expensive Constrained Black Box Problems},<br \/>\r\nauthor = {Samineh Bagheri},<br \/>\r\nyear  = {2020},<br \/>\r\ndate = {2020-04-01},<br \/>\r\ninstitution = {Institut f\u00fcr Informatik},<br \/>\r\nschool = {Leiden University and TH K\u00f6ln},<br \/>\r\nnote = {PhD thesis},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {phdthesis}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('514','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2019\">2019<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('358','tp_links')\" style=\"cursor:pointer;\">Solving Optimization Problems with High Conditioning by Means of Online Whitening<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Lopez-Ibanez, Manuel (Hrsg.): <span class=\"tp_pub_additional_booktitle\">Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague, <\/span><span class=\"tp_pub_additional_pages\">S. 243-244, <\/span><span class=\"tp_pub_additional_publisher\">ACM, <\/span><span class=\"tp_pub_additional_year\">2019<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_358\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('358','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_358\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('358','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_358\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Bagh19c,<br \/>\r\ntitle = {Solving Optimization Problems with High Conditioning by Means of Online Whitening},<br \/>\r\nauthor = {Samineh Bagheri and Wolfgang Konen and Thomas B\u00e4ck},<br \/>\r\neditor = {Manuel Lopez-Ibanez},<br \/>\r\nurl = {http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2019\/07\/GECCO2019.pdf},<br \/>\r\nyear  = {2019},<br \/>\r\ndate = {2019-07-01},<br \/>\r\nbooktitle = {Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague},<br \/>\r\npages = {243-244},<br \/>\r\npublisher = {ACM},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('358','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_358\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2019\/07\/GECCO2019.pdf\" title=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2019\/07\/GECCO2019.pdf\" target=\"_blank\">http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2019\/07\/GECCO2019.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('358','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2017\">2017<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('347','tp_links')\" style=\"cursor:pointer;\">Comparing Kriging and Radial Basis Function Surrogates<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Hoffmann, Frank;  H\u00fcllermeier, Eyke (Hrsg.): <span class=\"tp_pub_additional_booktitle\">Proceedings 27. Workshop Computational Intelligence, <\/span><span class=\"tp_pub_additional_pages\">S. 243-259, <\/span><span class=\"tp_pub_additional_publisher\">Universit\u00e4tsverlag Karlsruhe, <\/span><span class=\"tp_pub_additional_year\">2017<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_347\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('347','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_347\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('347','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_347\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Bagh17c,<br \/>\r\ntitle = {Comparing Kriging and Radial Basis Function Surrogates},<br \/>\r\nauthor = {Samineh Bagheri and Wolfgang Konen and Thomas B\u00e4ck},<br \/>\r\neditor = {Frank Hoffmann and Eyke H\u00fcllermeier},<br \/>\r\nurl = {http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2018\/10\/Bagheri2017-1.pdf<br \/>\r\n<br \/>\r\nhttps:\/\/publikationen.bibliothek.kit.edu\/1000074341<br \/>\r\n<br \/>\r\nhttps:\/\/www.researchgate.net\/publication\/328222483_Comparing_Kriging_and_Radial_Basis_Function_Surrogates<br \/>\r\n<br \/>\r\n},<br \/>\r\nyear  = {2017},<br \/>\r\ndate = {2017-11-01},<br \/>\r\nbooktitle = {Proceedings 27. Workshop Computational Intelligence},<br \/>\r\npages = {243-259},<br \/>\r\npublisher = {Universit\u00e4tsverlag Karlsruhe},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('347','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_347\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2018\/10\/Bagheri2017-1.pdf\" title=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2018\/10\/Bagheri2017-1.pdf\" target=\"_blank\">http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2018\/10\/Bagheri2017-1.pdf<\/a><\/li><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/publikationen.bibliothek.kit.edu\/1000074341\" title=\"https:\/\/publikationen.bibliothek.kit.edu\/1000074341\" target=\"_blank\">https:\/\/publikationen.bibliothek.kit.edu\/1000074341<\/a><\/li><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/www.researchgate.net\/publication\/328222483_Comparing_Kriging_and_Radial_Basis_Function_Surrogates\" title=\"https:\/\/www.researchgate.net\/publication\/328222483_Comparing_Kriging_and_Radial_[...]\" target=\"_blank\">https:\/\/www.researchgate.net\/publication\/328222483_Comparing_Kriging_and_Radial_[...]<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('347','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  Allmendinger, Richard;  Branke, J\u00fcrgen;  Deb, Kalyanmoy;  Fieldsend, Jonathan;  Quagliarella, Domenico;  Sindhya, Karthik<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('338','tp_links')\" style=\"cursor:pointer;\">Constraint Handling in Efficient Global Optimization<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Bosman, Peter A N (Hrsg.): <span class=\"tp_pub_additional_booktitle\">Genetic and Evolutionary Computation Conference 2017 (GECCO'17), Berlin, <\/span><span class=\"tp_pub_additional_pages\">S. 1, <\/span><span class=\"tp_pub_additional_publisher\">ACM, <\/span><span class=\"tp_pub_additional_year\">2017<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_338\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('338','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_338\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('338','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_338\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Bagh17a,<br \/>\r\ntitle = {Constraint Handling in Efficient Global Optimization},<br \/>\r\nauthor = {Samineh Bagheri and Wolfgang Konen and Richard Allmendinger and J\u00fcrgen Branke and Kalyanmoy Deb and Jonathan Fieldsend and Domenico Quagliarella and Karthik Sindhya},<br \/>\r\neditor = {Peter A N Bosman},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh17-GECCO.pdf},<br \/>\r\nyear  = {2017},<br \/>\r\ndate = {2017-07-01},<br \/>\r\nbooktitle = {Genetic and Evolutionary Computation Conference 2017 (GECCO'17), Berlin},<br \/>\r\npages = {1},<br \/>\r\npublisher = {ACM},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('338','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_338\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh17-GECCO.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh17-GECCO.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh17-GECCO.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('338','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  Emmerich, Michael;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('342','tp_links')\" style=\"cursor:pointer;\">Self-adjusting parameter control for surrogate-assisted constrained optimization under limited budgets<\/a> <span class=\"tp_pub_type tp_  article\">Artikel<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Applied Soft Computing, <\/span><span class=\"tp_pub_additional_volume\">Bd. 61, <\/span><span class=\"tp_pub_additional_pages\">S. 377\u2013393, <\/span><span class=\"tp_pub_additional_year\">2017<\/span>, <span class=\"tp_pub_additional_issn\">ISSN: 1568-4946<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_342\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('342','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_342\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('342','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_342\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{Bagh17bb,<br \/>\r\ntitle = {Self-adjusting parameter control for surrogate-assisted constrained optimization under limited budgets},<br \/>\r\nauthor = {Samineh Bagheri and Wolfgang Konen and Michael Emmerich and Thomas B\u00e4ck},<br \/>\r\nurl = {http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1568494617304805},<br \/>\r\ndoi = {https:\/\/doi.org\/10.1016\/j.asoc.2017.07.060},<br \/>\r\nissn = {1568-4946},<br \/>\r\nyear  = {2017},<br \/>\r\ndate = {2017-01-01},<br \/>\r\njournal = {Applied Soft Computing},<br \/>\r\nvolume = {61},<br \/>\r\npages = {377--393},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('342','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_342\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1568494617304805\" title=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1568494617304805\" target=\"_blank\">http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1568494617304805<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/https:\/\/doi.org\/10.1016\/j.asoc.2017.07.060\" title=\"Folge der DOI-Nummer:https:\/\/doi.org\/10.1016\/j.asoc.2017.07.060\" target=\"_blank\">doi:https:\/\/doi.org\/10.1016\/j.asoc.2017.07.060<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('342','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2016\">2016<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('340','tp_links')\" style=\"cursor:pointer;\">Online Selection of Surrogate Models for Constrained Black-Box Optimization<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Jin, Yaochu (Hrsg.): <span class=\"tp_pub_additional_booktitle\">SSCI'2016, Athens, <\/span><span class=\"tp_pub_additional_pages\">S. 1, <\/span><span class=\"tp_pub_additional_publisher\">IEEE, <\/span><span class=\"tp_pub_additional_year\">2016<\/span><span class=\"tp_pub_additional_note\">, (Best Student Paper Award)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_340\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('340','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_340\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('340','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_340\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Bagh16c,<br \/>\r\ntitle = {Online Selection of Surrogate Models for Constrained Black-Box Optimization},<br \/>\r\nauthor = {Samineh Bagheri and Wolfgang Konen and Thomas B\u00e4ck},<br \/>\r\neditor = {Yaochu Jin},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-SSCI.pdf},<br \/>\r\nyear  = {2016},<br \/>\r\ndate = {2016-12-01},<br \/>\r\nbooktitle = {SSCI'2016, Athens},<br \/>\r\npages = {1},<br \/>\r\npublisher = {IEEE},<br \/>\r\nnote = {Best Student Paper Award},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('340','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_340\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-SSCI.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-SSCI.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-SSCI.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('340','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('339','tp_links')\" style=\"cursor:pointer;\">Equality Constraint Handling for Surrogate-Assisted Constrained Optimization<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Tan, Kay Chen (Hrsg.): <span class=\"tp_pub_additional_booktitle\">WCCI'2016, Vancouver, <\/span><span class=\"tp_pub_additional_pages\">S. 1, <\/span><span class=\"tp_pub_additional_publisher\">IEEE, <\/span><span class=\"tp_pub_additional_year\">2016<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_339\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('339','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_339\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('339','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_339\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Bagh16a,<br \/>\r\ntitle = {Equality Constraint Handling for Surrogate-Assisted Constrained Optimization},<br \/>\r\nauthor = {Samineh Bagheri and Wolfgang Konen and Thomas B\u00e4ck},<br \/>\r\neditor = {Kay Chen Tan},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-WCCI.pdf},<br \/>\r\nyear  = {2016},<br \/>\r\ndate = {2016-07-01},<br \/>\r\nbooktitle = {WCCI'2016, Vancouver},<br \/>\r\npages = {1},<br \/>\r\npublisher = {IEEE},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('339','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_339\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-WCCI.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-WCCI.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-WCCI.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('339','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2015\">2015<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  Foussette, Christophe;  Krause, Peter;  B\u00e4ck, Thomas;  Koch, Patrick<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('341','tp_links')\" style=\"cursor:pointer;\">SACOBRA: Self-Adjusting Constrained Black-Box Optimization with RBF<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Hoffmann, Frank;  H\u00fcllermeier, Eyke (Hrsg.): <span class=\"tp_pub_additional_booktitle\">Proceedings 25. Workshop Computational Intelligence, <\/span><span class=\"tp_pub_additional_pages\">S. 87-98, <\/span><span class=\"tp_pub_additional_publisher\">Universit\u00e4tsverlag Karlsruhe, <\/span><span class=\"tp_pub_additional_year\">2015<\/span><span class=\"tp_pub_additional_note\">, (Young Author Award GMA-CI)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_341\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('341','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_341\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('341','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_341\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Bagh15b,<br \/>\r\ntitle = {SACOBRA: Self-Adjusting Constrained Black-Box Optimization with RBF},<br \/>\r\nauthor = {Samineh Bagheri and Wolfgang Konen and Christophe Foussette and Peter Krause and Thomas B\u00e4ck and Patrick Koch},<br \/>\r\neditor = {Frank Hoffmann and Eyke H\u00fcllermeier},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh15-GMA-CI.pdf},<br \/>\r\nyear  = {2015},<br \/>\r\ndate = {2015-11-01},<br \/>\r\nbooktitle = {Proceedings 25. Workshop Computational Intelligence},<br \/>\r\npages = {87-98},<br \/>\r\npublisher = {Universit\u00e4tsverlag Karlsruhe},<br \/>\r\nnote = {Young Author Award GMA-CI},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('341','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_341\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh15-GMA-CI.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh15-GMA-CI.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh15-GMA-CI.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('341','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Koch, Patrick;  Bagheri, Samineh;  Konen, Wolfgang;  Foussette, Christophe;  Krause, Peter;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\">A New Repair Method For Constrained Optimization <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Jim\u00e9nez-Laredo, Juan Luis (Hrsg.): <span class=\"tp_pub_additional_booktitle\">Proceedings of the 17th Genetic and Evolutionary Computation Conference, <\/span><span class=\"tp_pub_additional_year\">2015<\/span><span class=\"tp_pub_additional_note\">, (accepted)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_26\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('26','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_26\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Koch15a,<br \/>\r\ntitle = {A New Repair Method For Constrained Optimization},<br \/>\r\nauthor = {Patrick Koch and Samineh Bagheri and Wolfgang Konen and Christophe Foussette and Peter Krause and Thomas B\u00e4ck},<br \/>\r\neditor = {Juan Luis Jim\u00e9nez-Laredo},<br \/>\r\nyear  = {2015},<br \/>\r\ndate = {2015-01-01},<br \/>\r\nbooktitle = {Proceedings of the 17th Genetic and Evolutionary Computation Conference},<br \/>\r\nseries = {GECCO'15},<br \/>\r\nnote = {accepted},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('26','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_techreport\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Konen, Wolfgang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('330','tp_links')\" style=\"cursor:pointer;\">The rCMA Tutorial: Examples for using CMA-ES in R<\/a> <span class=\"tp_pub_type tp_  techreport\">Forschungsbericht<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_institution\">Research Center CIOP (Computational Intelligence, Optimization and Data Mining) <\/span><span class=\"tp_pub_additional_address\">Cologne University of Applied Science, <\/span><span class=\"tp_pub_additional_year\">2015<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_330\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('330','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_330\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('330','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_330\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@techreport{Kone15b,<br \/>\r\ntitle = {The rCMA Tutorial: Examples for using CMA-ES in R},<br \/>\r\nauthor = {Konen, Wolfgang},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone15b.d\/rCMA-tutorial.pdf},<br \/>\r\nyear  = {2015},<br \/>\r\ndate = {2015-00-01},<br \/>\r\naddress = {Cologne University of Applied Science},<br \/>\r\ninstitution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {techreport}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('330','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_330\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone15b.d\/rCMA-tutorial.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone15b.d\/rCMA-tutorial.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone15b.d\/rCMA-tutorial.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('330','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2014\">2014<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Koch, Patrick;  Bagheri, Samineh;  Foussette, Christophe;  Krause, Peter;  B\u00e4ck, Thomas;  Konen, Wolfgang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('25','tp_links')\" style=\"cursor:pointer;\">Constrained Optimization with a Limited Number of Function Evaluations<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Hoffmann, Frank;  H\u00fcllermeier, Eyke (Hrsg.): <span class=\"tp_pub_additional_booktitle\">Proceedings 24. Workshop Computational Intelligence, <\/span><span class=\"tp_pub_additional_pages\">S. 119\u2013134, <\/span><span class=\"tp_pub_additional_publisher\">Universit\u00e4tsverlag Karlsruhe, <\/span><span class=\"tp_pub_additional_year\">2014<\/span><span class=\"tp_pub_additional_note\">, (Young Author Award GMA-CI)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_25\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('25','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_25\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('25','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_25\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Koch14a,<br \/>\r\ntitle = {Constrained Optimization with a Limited Number of Function Evaluations},<br \/>\r\nauthor = {Patrick Koch and Samineh Bagheri and Christophe Foussette and Peter Krause and Thomas B\u00e4ck and Wolfgang Konen },<br \/>\r\neditor = {Frank Hoffmann and Eyke H\u00fcllermeier},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Koch2014a-GMA-CI.pdf},<br \/>\r\nyear  = {2014},<br \/>\r\ndate = {2014-01-01},<br \/>\r\nbooktitle = {Proceedings 24. Workshop Computational Intelligence},<br \/>\r\npages = {119--134},<br \/>\r\npublisher = {Universit\u00e4tsverlag Karlsruhe},<br \/>\r\nnote = {Young Author Award GMA-CI},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('25','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_25\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Koch2014a-GMA-CI.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Koch2014a-GMA-CI.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Koch2014a-GMA-CI.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('25','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Model-based\u00a0Optimization for\u00a0Nonlinear,\u00a0REstricted\u00a0Production processes MONREP, funded by the German minister for economics (BMWi), is a ZIM project (central innovation SME) is conducted during the time span 2014-2015. Project partners are Cologne University of Applied Sciences, and\u00a0\u00a0divis GmbH, Dortmund.\u00a0 The research area is focused on finding optimization techniques which can efficiently address real-world expensive optimization problems. Application...  <a href=\"https:\/\/blogs.gm.fh-koeln.de\/ciop\/research\/monrep\/\" class=\"more-link\" title=\"Read MONREP\"><?php _e(\"Read more &raquo;\",\"wpbootstrap\"); ?><\/a><\/p>\n","protected":false},"author":41,"featured_media":0,"parent":27,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-498","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/pages\/498","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/users\/41"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/comments?post=498"}],"version-history":[{"count":45,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/pages\/498\/revisions"}],"predecessor-version":[{"id":1933,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/pages\/498\/revisions\/1933"}],"up":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/pages\/27"}],"wp:attachment":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/ciop\/wp-json\/wp\/v2\/media?parent=498"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}