Random number generation and quasi-Monte Carlo methods
Random number generation and quasi-Monte Carlo methods
Infinite-horizon minimax control with pointwise cost functional
Journal of Optimization Theory and Applications
Infinite-horizon periodic minimax control problem
Journal of Optimization Theory and Applications
Feature-based methods for large scale dynamic programming
Machine Learning - Special issue on reinforcement learning
Dynamic Programming and Stochastic Control
Dynamic Programming and Stochastic Control
Computers and Operations Research
Valuation and Optimal Operation of Electric Power Plants in Competitive Markets
Operations Research
Reinforcement learning: a survey
Journal of Artificial Intelligence Research
Paper: Efficient management of interconnected power systems: A game-theoretic approach
Automatica (Journal of IFAC)
Survey Constrained model predictive control: Stability and optimality
Automatica (Journal of IFAC)
Deterministic design for neural network learning: an approach based on discrepancy
IEEE Transactions on Neural Networks
Environmental Modelling & Software
Environmental Modelling & Software
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
Position Paper: A general framework for Dynamic Emulation Modelling in environmental problems
Environmental Modelling & Software
Data-driven dynamic emulation modelling for the optimal management of environmental systems
Environmental Modelling & Software
A survey of multi-objective sequential decision-making
Journal of Artificial Intelligence Research
Hi-index | 22.15 |
Although great progress has been made in the last 40 years, efficient operation of water reservoir systems still remains a very active research area. The combination of multiple water uses, non-linearities in the model and in the objectives, strong uncertainties in inputs and high dimensional state make the problem challenging and intriguing. The purpose of this paper is to review, in a strict Control Theory perspective, recent and significant advances in designing management policies for water reservoir networks, under economic, social and environmental constraints. A general and thorough problem formulation is provided, along with a description of traditional solution techniques, their limitations and possible alternative approaches.