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Probabilistic and Randomized Methods for Design under Uncertainty Book

Probabilistic and Randomized Methods for Design under Uncertainty
Probabilistic and Randomized Methods for Design under Uncertainty, In many engineering design and optimization problems, the presence of uncertainty in the data is a central and critical issue. Different fields of engineering use different ways to describe this uncertainty and adopt a variety of techniques to devise desi, Probabilistic and Randomized Methods for Design under Uncertainty has a rating of 3.5 stars
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Probabilistic and Randomized Methods for Design under Uncertainty, In many engineering design and optimization problems, the presence of uncertainty in the data is a central and critical issue. Different fields of engineering use different ways to describe this uncertainty and adopt a variety of techniques to devise desi, Probabilistic and Randomized Methods for Design under Uncertainty
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  • Probabilistic and Randomized Methods for Design under Uncertainty
  • Written by author Giuseppe Calafiore
  • Published by Springer-Verlag New York, LLC, November 2010
  • In many engineering design and optimization problems, the presence of uncertainty in the data is a central and critical issue. Different fields of engineering use different ways to describe this uncertainty and adopt a variety of techniques to devise desi
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Book Categories

Authors

Part I Chance-Constrained and Shastic Optimization

Scenario Approximations of Chance Constraints

Optimization Models with Probabilistic Constraints

Theoretical Framework for Comparing Several Shastic Optimization Approaches

Optimization of Risk Measures

Part II Robust Optimization and Random Sampling

Sampled Convex Programs and Probabilistically Robust Design

Tetris: A Study of Randomized Constraint Sampling

Near Optimal Solutions to Least-Squares Problems with Shastic Uncertainty

The Randomized Ellipsoid Algorithm for Constrained Robust Least Squares Problems

Randomized Algorithms for Semi-Infnite Programming Problems

Part III Probabilistic Methods in Identifcation and Control

A Learning Theory Approach to System Identifcation and Shastic Adaptive Control

Probabilistic Design of a Robust Controller Using a Parameter-Dependent Lyapunov Function

Probabilistic Robust Controller Design: Probable Near Minimax Value and Randomized Algorithms

Sampling Random Transfer Functions

Nonlinear Systems Stability via Random and Quasi-Random Methods

Probabilistic Control of Nonlinear Uncertain Systems

Fast Randomized Algorithms for Probabilistic Robustness Analysis

References


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Probabilistic and Randomized Methods for Design under Uncertainty, In many engineering design and optimization problems, the presence of uncertainty in the data is a central and critical issue. Different fields of engineering use different ways to describe this uncertainty and adopt a variety of techniques to devise desi, Probabilistic and Randomized Methods for Design under Uncertainty

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Probabilistic and Randomized Methods for Design under Uncertainty, In many engineering design and optimization problems, the presence of uncertainty in the data is a central and critical issue. Different fields of engineering use different ways to describe this uncertainty and adopt a variety of techniques to devise desi, Probabilistic and Randomized Methods for Design under Uncertainty

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Probabilistic and Randomized Methods for Design under Uncertainty, In many engineering design and optimization problems, the presence of uncertainty in the data is a central and critical issue. Different fields of engineering use different ways to describe this uncertainty and adopt a variety of techniques to devise desi, Probabilistic and Randomized Methods for Design under Uncertainty

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