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Active Robust Optimization: Optimizing for Robustness of Changeable Products

✍ Scribed by Shaul Salomon


Publisher
Springer International Publishing
Year
2019
Tongue
English
Leaves
194
Series
Springer Theses
Edition
1st ed.
Category
Library

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✦ Synopsis


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 β€œchangeable 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 β€Žwith two examples from different fields in engineering design: optimization of an optical table and optimization of a gearbox.

✦ Table of Contents


Front Matter ....Pages i-xxv
Introduction (Shaul Salomon)....Pages 1-7
Background (Shaul Salomon)....Pages 9-55
Active Robust Optimization (Shaul Salomon)....Pages 57-86
Active Robust Multi-objective Optimization (Shaul Salomon)....Pages 87-120
Case Studies (Shaul Salomon)....Pages 121-159
Conclusions (Shaul Salomon)....Pages 161-172
Back Matter ....Pages 173-175

✦ Subjects


Engineering; Control; Optimization; Robotics and Automation


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