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Active Robust Optimization: Optimizing for Robustness of Changeable Products
Paperback
Series: Springer Theses
Technology & EngineeringGeneral ComputersGeneral Mathematics
ISBN13: 9783030150525
Publisher: Springer Nature
Published: Aug 14 2020
Pages: 175
Weight: 0.64
Height: 0.43 Width: 6.14 Depth: 9.21
Language: English
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.
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