{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,4,3]],"date-time":"2022-04-03T15:51:48Z","timestamp":1649001108733},"reference-count":0,"publisher":"Walter de Gruyter GmbH","issue":"3","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,3,28]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p>Basically two questions are examined regarding the design of\nexperiments. First, for what settings is the placement of design\npoints in the corners of the input space advisable in order to achieve\na good generalization performance. And second, what order of\nexperimentation leads to the best model quality in early stages of the\nmeasurement process. The effect of the explicit addition of corner\nmeasurements to three space-filling experimental designs is\ninvestigated. It turns out that for most cases the incorporation of\ncorner points harms the model quality. Two new methods to determine\nthe order of experimentation are compared to one active learning\nstrategy and a simple randomization of the measurement sequence. Both\norder determination methods prove to outperform the random sequences\nsignificantly and are only slightly inferior to the active learning\nstrategy.<\/jats:p>","DOI":"10.1515\/auto-2016-0112","type":"journal-article","created":{"date-parts":[[2017,3,11]],"date-time":"2017-03-11T10:00:44Z","timestamp":1489226444000},"page":"156-166","source":"Crossref","is-referenced-by-count":0,"title":["Order of experimentation and advisability of corner measurements"],"prefix":"10.1515","volume":"65","author":[{"given":"Julian","family":"Belz","sequence":"first","affiliation":[{"name":"Universit\u00e4t Siegen, Department Maschinenbau, Institut f\u00fcr Mechanik und Regelungstechnik \u2013 Mechatronik, Paul-Bonatz-Str. 9\u201311, 57068 Siegen Germany"}]},{"given":"Oliver","family":"Nelles","sequence":"additional","affiliation":[{"name":"Universit\u00e4t Siegen, Department Maschinenbau, Institut f\u00fcr Mechanik und Regelungstechnik \u2013 Mechatronik, Paul-Bonatz-Str. 9\u201311, 57068 Siegen Germany"}]}],"member":"374","published-online":{"date-parts":[[2017,3,11]]},"container-title":["at - Automatisierungstechnik"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/www.degruyter.com\/view\/j\/auto.2017.65.issue-3\/auto-2016-0112\/auto-2016-0112.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.degruyter.com\/document\/doi\/10.1515\/auto-2016-0112\/xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.degruyter.com\/document\/doi\/10.1515\/auto-2016-0112\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,21]],"date-time":"2021-06-21T18:30:20Z","timestamp":1624300220000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.degruyter.com\/document\/doi\/10.1515\/auto-2016-0112\/html"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,3,11]]},"references-count":0,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2017,3,11]]},"published-print":{"date-parts":[[2017,3,28]]}},"alternative-id":["10.1515\/auto-2016-0112"],"URL":"https:\/\/doi.org\/10.1515\/auto-2016-0112","relation":{},"ISSN":["0178-2312","2196-677X"],"issn-type":[{"value":"0178-2312","type":"print"},{"value":"2196-677X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,3,11]]}}}