03694nam 22006615 450 991048411650332120200703072816.03-030-15050-X10.1007/978-3-030-15050-1(CKB)4100000008618154(MiAaPQ)EBC5811730(DE-He213)978-3-030-15050-1(PPN)243770243(EXLCZ)99410000000861815420190706d2019 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierActive Robust Optimization: Optimizing for Robustness of Changeable Products /by Shaul Salomon1st ed. 2019.Cham :Springer International Publishing :Imprint: Springer,2019.1 online resource (175 pages)Springer Theses, Recognizing Outstanding Ph.D. Research,2190-50533-030-15049-6 Introduction -- Background -- Active Robust Optimization -- Active Robust Multi-Objective Optimization -- Case Studies -- Conclusions -- Appendix: Calculation of the qϵ+ Indicator.This 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.Springer Theses, Recognizing Outstanding Ph.D. Research,2190-5053Automatic controlMathematical optimizationArtificial intelligenceManufacturesRoboticsAutomationControl and Systems Theoryhttps://scigraph.springernature.com/ontologies/product-market-codes/T19010Optimizationhttps://scigraph.springernature.com/ontologies/product-market-codes/M26008Artificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Manufacturing, Machines, Tools, Processeshttps://scigraph.springernature.com/ontologies/product-market-codes/T22050Robotics and Automationhttps://scigraph.springernature.com/ontologies/product-market-codes/T19020Automatic control.Mathematical optimization.Artificial intelligence.Manufactures.Robotics.Automation.Control and Systems Theory.Optimization.Artificial Intelligence.Manufacturing, Machines, Tools, Processes.Robotics and Automation.519.6519.3Salomon Shaulauthttp://id.loc.gov/vocabulary/relators/aut1225589BOOK9910484116503321Active Robust Optimization: Optimizing for Robustness of Changeable Products2845518UNINA