Optimization of a large-scale water reservoir network by stochastic dynamic programming with efficient state space discretization
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Publication:819117
DOI10.1016/j.ejor.2005.01.022zbMath1116.90123OpenAlexW2031440179MaRDI QIDQ819117
Cristiano Cervellera, Aihong Wen, Victoria C. P. Chen
Publication date: 22 March 2006
Published in: European Journal of Operational Research (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.ejor.2005.01.022
Large-scale problems in mathematical programming (90C06) Applications of mathematical programming (90C90) Stochastic programming (90C15) Dynamic programming (90C39)
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Cites Work
- Application of orthogonal arrays and MARS to inventory forecasting stochastic dynamic programs.
- Approximation and estimation bounds for artificial neural networks
- Low-discrepancy sequences and global function fields with many rational places
- Applying Experimental Design and Regression Splines to High-Dimensional Continuous-State Stochastic Dynamic Programming
- Measuring the Goodness of Orthogonal Array Discretizations for Stochastic Programming and Stochastic Dynamic Programming
- Improved Dynamic Programming Methods for Optimal Control of Lumped-Parameter Stochastic Systems
- Numerical Solution of Continuous-State Dynamic Programs Using Linear and Spline Interpolation
- A Quasi-Monte Carlo Approach to Particle Simulation of the Heat Equation
- Orthogonal Array-Based Latin Hypercubes
- Using Randomization to Break the Curse of Dimensionality
- Low-discrepancy sequences obtained from algebraic function fields over finite fields
- Exact and Approximate Solutions of Affine Reservoir Models
- Probability Inequalities for Sums of Bounded Random Variables
- A Monte Carlo Technique with Quasirandom Points for the Stochastic Shortest Path Problem
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