Active Robust Optimization: Optimizing for Robustness of Changeable Products

• Main Author: Salomon, Shaul (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Subjects: Control engineering.; Mathematical optimization.; Artificial intelligence.; Manufactures.; Robotics.; Automation.; Control and Systems Theory.; Optimization.; Artificial Intelligence.; Manufacturing, Machines, Tools, Processes.; Robotics and Automation.

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 framew...

Table of Contents:

• Introduction
• Background
• Active Robust Optimization
• Active Robust Multi-Objective Optimization
• Case Studies
• Conclusions
• Appendix: Calculation of the qϵ+ Indicator.