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Dynamic Stochastic Optimization Book

Dynamic Stochastic Optimization
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  • Dynamic Stochastic Optimization
  • Written by author Kurt Marti
  • Published by Springer-Verlag New York, LLC, October 2007
  • This volume considers optimal stochastic decision processes from the viewpoint of stochastic programming. It focuses on theoretical properties and on approximate or numerical solution techniques for time-dependent optimization problems with random paramet
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Book Categories

Authors

Reflections on Output Analysis for Multistage Stochastic Linear Programs3
Modeling Support for Multistage Recourse Problems21
Optimal Solutions for Undiscounted Variance Penalized Markov Decision Chains43
Approximation and Optimization for Stochastic Networks67
Optimal Stopping Problem and Investment Models83
Estimating LIBOR/Swaps Spot-Volatilities: the EpiVolatility Model99
Structured Products for Pension Funds115
Real-time Robust Optimal Trajectory Planning of Industrial Robots133
Adaptive Optimal Stochastic Trajectory Planning and Control (AOSTPC) for Robots155
Solving Stochastic Programming Problems by Successive Regression Approximations - Numerical Results209
Stochastic Optimization of Risk Functions via Parametric Smoothing225
Optimization under Uncertainty using Momentum249
Perturbation Analysis of Chance-constrained Programs under Variation of all Constraint Data257
The Value of Perfect Information as a Risk Measure275
New Bounds and Approximations for the Probability Distribution of the Length of the Critical Path293
Simplification of Recourse Models by Modification of Recourse Data321


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