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Active Robust Optimization: Optimizing for Robustness of Changeable Products / / by Shaul Salomon



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Autore: Salomon Shaul Visualizza persona
Titolo: Active Robust Optimization: Optimizing for Robustness of Changeable Products / / by Shaul Salomon Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2019
Edizione: 1st ed. 2019.
Descrizione fisica: 1 online resource (175 pages)
Disciplina: 519.6
519.3
Soggetto topico: Control engineering
Mathematical optimization
Artificial intelligence
Manufactures
Robotics
Automation
Control and Systems Theory
Optimization
Artificial Intelligence
Manufacturing, Machines, Tools, Processes
Robotics and Automation
Nota di contenuto: Introduction -- Background -- Active Robust Optimization -- Active Robust Multi-Objective Optimization -- Case Studies -- Conclusions -- Appendix: Calculation of the qϵ+ Indicator.
Sommario/riassunto: 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.
Titolo autorizzato: Active Robust Optimization: Optimizing for Robustness of Changeable Products  Visualizza cluster
ISBN: 3-030-15050-X
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910484116503321
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Serie: Springer Theses, Recognizing Outstanding Ph.D. Research, . 2190-5053