Sērija : Chapman & Hall/CRC Artificial Intelligence and Robotics Series
(Izdošanas datums: 14-Nov-2024, EPUB+DRM, Izdevniecība: Taylor & Francis Ltd, ISBN-13: 9781040165065)
Machine Learning (ML) algorithms have shown a high level of accuracy, and applications are widely used in many systems and platforms. However, developing efficient ML-based systems requires addressing three problems: energy-efficiency, robustness, an...Lasīt vairāk
Sērija : Chapman & Hall/CRC Artificial Intelligence and Robotics Series
(Izdošanas datums: 14-Nov-2024, PDF+DRM, Izdevniecība: Taylor & Francis Ltd, ISBN-13: 9781040165034)
Machine Learning (ML) algorithms have shown a high level of accuracy, and applications are widely used in many systems and platforms. However, developing efficient ML-based systems requires addressing three problems: energy-efficiency, robustness, an...Lasīt vairāk
Adversarial Robustness for Machine Learning summarizes the recent progress on this topic and introduces popular algorithms on adversarial attack, defense and verification. Sections cover adversarial attack, verification and defense, mainly focusing o...Lasīt vairāk
Adversarial Robustness for Machine Learning summarizes the recent progress on this topic and introduces popular algorithms on adversarial attack, defense and verification. Sections cover adversarial attack, verification and defense, mainly focusing o...Lasīt vairāk
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 ma...Lasīt vairāk
This book introduces methods of robust optimization in multivariateadaptive regression splines (MARS) and Conic MARS in order to handleuncertainty and non-linearity. The proposed techniques are implemented andexplained in two-model regulatory systems...Lasīt vairāk
(Izdošanas datums: 20-Jan-2016, PDF+DRM, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9781119212089)
Robust Optimization is a method to improve robustness using low-cost variations of a single, conceptual design. The benefits of Robust Optimization include faster product development cycles; faster launch cycles; fewer manufacturing problems; fewer f...Lasīt vairāk
(Izdošanas datums: 19-Jan-2016, EPUB+DRM, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9781119212140)
Robust Optimization is a method to improve robustness using low-cost variations of a single, conceptual design. The benefits of Robust Optimization include faster product development cycles; faster launch cycles; fewer manufacturing problems; fewer f...Lasīt vairāk
(Izdošanas datums: 12-Jun-2013, EPUB+DRM, Izdevniecība: ISTE Ltd and John Wiley & Sons Inc, ISBN-13: 9781118574751)
The loop-shaping approach consists of obtaining a specification in relation to the open loop of the control from specifications regarding various closed loop transfers, because it is easier to work on a single transfer (in addition to the open loop)...Lasīt vairāk
(Izdošanas datums: 12-Jun-2013, PDF+DRM, Izdevniecība: ISTE Ltd and John Wiley & Sons Inc, ISBN-13: 9781118574898)
The loop-shaping approach consists of obtaining a specification in relation to the open loop of the control from specifications regarding various closed loop transfers, because it is easier to work on a single transfer (in addition to the open loop)...Lasīt vairāk
Aharon Ben-Tal, Laurent El Ghaoui, Arkadi Nemirovski
Sērija : Princeton Series in Applied Mathematics
(Izdošanas datums: 10-Aug-2009, PDF+DRM, Izdevniecība: Princeton University Press, ISBN-13: 9781400831050)
Robust optimization is still a relatively new approach to optimization problems affected by uncertainty, but it has already proved so useful in real applications that it is difficult to tackle such problems today without considering this powerful met...Lasīt vairāk
Frank J. Fabozzi, Petter N. Kolm, Dessislava A. Pachamanova, Sergio M. Focardi
(Izdošanas datums: 27-Apr-2007, PDF+DRM, Izdevniecība: John Wiley & Sons Inc, ISBN-13: 9780470164891)
Praise for Robust Portfolio Optimization and Management "e;In the half century since Harry Markowitz introduced his elegant theory for selecting portfolios, investors and scholars have extended and refined its application to a wide range of real...Lasīt vairāk
