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Marti, Kurt

Stochastic Optimization Methods

Marti, Kurt - Stochastic Optimization Methods, ebook

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ISBN: 9783540268482
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Table of contents

Part I.Basic Stochastic Optimization Methods

1. Decision/Control Under Stochastic Uncertainty
2. Deterministic Substitute Problems in Optimal Decision Under Stochastic Uncertainty
Part II.Differentiation Methods

3. Differentiation Methods for Probability and Risk Functions
Part III.Deterministic Descent Directions

4. Deterministic Descent Directions and Efficient Points
Part IV.Semi-Stochastic Approximation Methods

5. RSM-Based Stochastic Gradient Procedures
6. Stochastic Approximation Methods with Changing Error Variances
Part V.Technical Applications

7. Approximation of the Probability of Failure/Survival in Plastic Structural Analysis and Optimal Plastic Design

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Keywords: BUSINESS & ECONOMICS / Management Science BUS042000

Author(s)
Publisher
Springer
Publication year
2005
Language
en
Edition
1
Category
Economy
Format
Ebook
eISBN (PDF)
9783540268482

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