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Mathematical Problems in Engineering, ISSN 1024-123X, 2017, Volume 2017, pp. 1 - 11
Journal Article
IEEE Transactions on Automatic Control, ISSN 0018-9286, 01/2018, Volume 63, Issue 1, pp. 262 - 268
Journal Article
International Journal of Robust and Nonlinear Control, ISSN 1049-8923, 09/2019, Volume 29, Issue 13, pp. 4472 - 4493
Journal Article
International Journal of Control, ISSN 0020-7179, 07/2019, Volume 92, Issue 7, pp. 1692 - 1706
Journal Article
Journal of Machine Learning Research, ISSN 1532-4435, 04/2018, Volume 18, pp. 1 - 35
Journal Article
Computer Methods in Applied Mechanics and Engineering, ISSN 0045-7825, 06/2016, Volume 304, pp. 26 - 54
Journal Article
Fuel, ISSN 0016-2361, 04/2012, Volume 94, Issue 1, pp. 218 - 226
The determination of time-varying profiles through dynamic optimization is an exclusive characteristic of optimal control problems; however, these types of... 
Feed variability | Batch reactor | Biodiesel | Optimal control | Stochastic maximum principle | ENGINEERING, CHEMICAL | UNCERTAINTIES | ENERGY & FUELS | KINETICS | TRANSESTERIFICATION
Journal Article
SIAM Journal on Control and Optimization, ISSN 0363-0129, 2007, Volume 46, Issue 3, pp. 1116 - 1132
This paper approaches optimal control problems for discrete- time controlled Markov processes by representing the value of the problem in a dual Lagrangian... 
Deterministic | Dynamic programming | Stochastic | Dual | Pathwise optimization | MATHEMATICS, APPLIED | dual | deterministic | dynamic programming | stochastic | SIMULATION | pathwise optimization | AUTOMATION & CONTROL SYSTEMS | AMERICAN OPTIONS
Journal Article
IEEE Transactions on Automatic Control, ISSN 0018-9286, 08/2015, Volume 60, Issue 8, pp. 2129 - 2144
Journal Article
Industrial & Engineering Chemistry Research, ISSN 0888-5885, 07/2018, Volume 57, Issue 29, pp. 9571 - 9590
Sequencing batch reactors (SBR) are widely used in wastewater treatment due to flexibility in operation and low investment costs. However, the main drawback of... 
ENGINEERING, CHEMICAL | DENITRIFICATION | WASTE-WATER | DYNAMIC-SYSTEMS | CONTROL DESIGN | PERFORMANCE | 2-STEP NITRIFICATION | GENERATION | MODEL-PREDICTIVE CONTROL | ROBUST OPTIMIZATION | STATE ESTIMATION
Journal Article
SIAM Journal on Control and Optimization, ISSN 0363-0129, 2017, Volume 55, Issue 5, pp. 3370 - 3407
Journal Article
IEEE Transactions on Automatic Control, ISSN 0018-9286, 06/2010, Volume 55, Issue 6, pp. 1428 - 1433
Journal Article
Systems & Control Letters, ISSN 0167-6911, 02/2017, Volume 100, pp. 14 - 20
In this paper we propose an online Q-learning algorithm to solve the infinite-horizon optimal control problem of a linear time invariant system with completely... 
Uncertain systems | Actor/critic approximators | Q-learning | Optimal control | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | STOCHASTIC-APPROXIMATION | AUTOMATION & CONTROL SYSTEMS | Data mining | Questions and answers | Models
Journal Article
Applied Mathematics and Computation, ISSN 0096-3003, 02/2014, Volume 228, pp. 264 - 270
In this paper, we consider linear quadratic optimal control with constraint for discrete-time stochastic systems with state and disturbance dependent noise.... 
Linear terminal constraint | Discrete-time stochastic systems | Lagrange multiplier theorem | Linear quadratic optimal control | RICCATI-EQUATIONS | MATHEMATICS, APPLIED | Theorems | Stochastic systems | Lagrange multipliers | Optimal control | Disturbances | Mathematical models | Stochasticity | Linear quadratic
Journal Article
Journal Article
Journal of Computational and Applied Mathematics, ISSN 0377-0427, 12/2018, Volume 344, pp. 275 - 287
We use one-step conditional risk mappings to formulate a risk averse version of a total cost problem on a controlled Markov process in discrete time infinite... 
Coherent/convex risk measures | Dynamic risk measures | Optimal control | MATHEMATICS, APPLIED | OPTIMIZATION | STOCHASTIC-CONTROL | Markov processes | Algorithms
Journal Article