Active Robust Optimization Optimizing For Robustness Of Changeable Products


Active Robust Optimization Optimizing For Robustness Of Changeable Products
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Active Robust Optimization Optimizing For Robustness Of Changeable Products


Active Robust Optimization Optimizing For Robustness Of Changeable Products
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Author : Shaul Salomon
language : en
Publisher:
Release Date : 2019

Active Robust Optimization Optimizing For Robustness Of Changeable Products written by Shaul Salomon and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with Artificial intelligence categories.


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.



Active Robust Optimization Optimizing For Robustness Of Changeable Products


Active Robust Optimization Optimizing For Robustness Of Changeable Products
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Author : Shaul Salomon
language : en
Publisher: Springer
Release Date : 2019-07-06

Active Robust Optimization Optimizing For Robustness Of Changeable Products written by Shaul Salomon and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-06 with Technology & Engineering categories.


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.



Robust Discrete Optimization And Its Applications


Robust Discrete Optimization And Its Applications
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Author : Panos Kouvelis
language : en
Publisher: Springer Science & Business Media
Release Date : 2013-03-09

Robust Discrete Optimization And Its Applications written by Panos Kouvelis and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-09 with Mathematics categories.


This book deals with decision making in environments of significant data un certainty, with particular emphasis on operations and production management applications. For such environments, we suggest the use of the robustness ap proach to decision making, which assumes inadequate knowledge of the decision maker about the random state of nature and develops a decision that hedges against the worst contingency that may arise. The main motivating factors for a decision maker to use the robustness approach are: • It does not ignore uncertainty and takes a proactive step in response to the fact that forecasted values of uncertain parameters will not occur in most environments; • It applies to decisions of unique, non-repetitive nature, which are common in many fast and dynamically changing environments; • It accounts for the risk averse nature of decision makers; and • It recognizes that even though decision environments are fraught with data uncertainties, decisions are evaluated ex post with the realized data. For all of the above reasons, robust decisions are dear to the heart of opera tional decision makers. This book takes a giant first step in presenting decision support tools and solution methods for generating robust decisions in a variety of interesting application environments. Robust Discrete Optimization is a comprehensive mathematical programming framework for robust decision making.



On Robust Optimization


On Robust Optimization
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Author : Elisabeth Anna Sophia Köbis
language : en
Publisher:
Release Date : 2014

On Robust Optimization written by Elisabeth Anna Sophia Köbis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.


Robust Optimization; Uncertainties; Scenarios; Multi-objective Optimization; Set Optimization; Scalarization; Vectorization; Optimality Conditions



Robust Optimization


Robust Optimization
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Author :
language : en
Publisher:
Release Date : 2006

Robust Optimization written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.




Robustness Analysis In Decision Aiding Optimization And Analytics


Robustness Analysis In Decision Aiding Optimization And Analytics
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Author : Michael Doumpos
language : en
Publisher: Springer
Release Date : 2016-07-12

Robustness Analysis In Decision Aiding Optimization And Analytics written by Michael Doumpos and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-07-12 with Business & Economics categories.


This book provides a broad coverage of the recent advances in robustness analysis in decision aiding, optimization, and analytics. It offers a comprehensive illustration of the challenges that robustness raises in different operations research and management science (OR/MS) contexts and the methodologies proposed from multiple perspectives. Aside from covering recent methodological developments, this volume also features applications of robust techniques in engineering and management, thus illustrating the robustness issues raised in real-world problems and their resolution within advances in OR/MS methodologies. Robustness analysis seeks to address issues by promoting solutions, which are acceptable under a wide set of hypotheses, assumptions and estimates. In OR/MS, robustness has been mostly viewed in the context of optimization under uncertainty. Several scholars, however, have emphasized the multiple facets of robustness analysis in a broader OR/MS perspective that goes beyond the traditional framework, seeking to cover the decision support nature of OR/MS methodologies as well. As new challenges emerge in a “big-data'” era, where the information volume, speed of flow, and complexity increase rapidly, and analytics play a fundamental role for strategic and operational decision-making at a global level, robustness issues such as the ones covered in this book become more relevant than ever for providing sound decision support through more powerful analytic tools.



Recoverable Robustness In Combinatorial Optimization


Recoverable Robustness In Combinatorial Optimization
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Author : Christina Büsing
language : en
Publisher:
Release Date : 2011

Recoverable Robustness In Combinatorial Optimization written by Christina Büsing and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011 with Kombinatorische Optimierung / swd / (DE-101)040318265 / (DE-588c)4031826-6 categories.




Robust Control Design With Matlab


Robust Control Design With Matlab
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Author : Da-Wei Gu
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-03-30

Robust Control Design With Matlab written by Da-Wei Gu and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-03-30 with Technology & Engineering categories.


Shows readers how to exploit the capabilities of the MATLAB® Robust Control and Control Systems Toolboxes to the fullest using practical robust control examples.



Engineering Design Optimization


Engineering Design Optimization
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Author : Joaquim R. R. A. Martins
language : en
Publisher: Cambridge University Press
Release Date : 2021-11-18

Engineering Design Optimization written by Joaquim R. R. A. Martins and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-18 with Mathematics categories.


A rigorous yet accessible graduate textbook covering both fundamental and advanced optimization theory and algorithms.



Optimization In Practice With Matlab


Optimization In Practice With Matlab
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Author : Achille Messac
language : en
Publisher: Cambridge University Press
Release Date : 2015-03-19

Optimization In Practice With Matlab written by Achille Messac and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-19 with Mathematics categories.


This textbook is designed for students and industry practitioners for a first course in optimization integrating MATLAB® software.