LEADER 03694nam 22006615 450 001 9910484116503321 005 20200703072816.0 010 $a3-030-15050-X 024 7 $a10.1007/978-3-030-15050-1 035 $a(CKB)4100000008618154 035 $a(MiAaPQ)EBC5811730 035 $a(DE-He213)978-3-030-15050-1 035 $a(PPN)243770243 035 $a(EXLCZ)994100000008618154 100 $a20190706d2019 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aActive Robust Optimization: Optimizing for Robustness of Changeable Products /$fby Shaul Salomon 205 $a1st ed. 2019. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2019. 215 $a1 online resource (175 pages) 225 1 $aSpringer Theses, Recognizing Outstanding Ph.D. Research,$x2190-5053 311 $a3-030-15049-6 327 $aIntroduction -- Background -- Active Robust Optimization -- Active Robust Multi-Objective Optimization -- Case Studies -- Conclusions -- Appendix: Calculation of the q?+ Indicator. 330 $aThis book presents a novel framework, known as Active Robust Optimization, which provides the tools for evaluating, comparing and optimizing changeable products. Since any product that can change its configuration during normal operation may be considered a ?changeable product,? the framework is widely applicable. Further, the methodology enables designers to use adaptability to deal with uncertainties and so avoid over-conservative designs. Offering a comprehensive overview of the framework, including its unique features, such as its ability to optimally respond to uncertain situations, the book also defines a new class of optimization problem and examines the effects of changes in various parameters on their solution. Lastly, it discusses innovative approaches for solving the problem and demonstrates these ?with two examples from different fields in engineering design: optimization of an optical table and optimization of a gearbox. 410 0$aSpringer Theses, Recognizing Outstanding Ph.D. Research,$x2190-5053 606 $aAutomatic control 606 $aMathematical optimization 606 $aArtificial intelligence 606 $aManufactures 606 $aRobotics 606 $aAutomation 606 $aControl and Systems Theory$3https://scigraph.springernature.com/ontologies/product-market-codes/T19010 606 $aOptimization$3https://scigraph.springernature.com/ontologies/product-market-codes/M26008 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aManufacturing, Machines, Tools, Processes$3https://scigraph.springernature.com/ontologies/product-market-codes/T22050 606 $aRobotics and Automation$3https://scigraph.springernature.com/ontologies/product-market-codes/T19020 615 0$aAutomatic control. 615 0$aMathematical optimization. 615 0$aArtificial intelligence. 615 0$aManufactures. 615 0$aRobotics. 615 0$aAutomation. 615 14$aControl and Systems Theory. 615 24$aOptimization. 615 24$aArtificial Intelligence. 615 24$aManufacturing, Machines, Tools, Processes. 615 24$aRobotics and Automation. 676 $a519.6 676 $a519.3 700 $aSalomon$b Shaul$4aut$4http://id.loc.gov/vocabulary/relators/aut$01225589 906 $aBOOK 912 $a9910484116503321 996 $aActive Robust Optimization: Optimizing for Robustness of Changeable Products$92845518 997 $aUNINA