Inicio  /  Algorithms  /  Vol: 14 Par: 6 (2021)  /  Artículo
ARTÍCULO
TITULO

Approximately Optimal Control of Nonlinear Dynamic Stochastic Problems with Learning: The OPTCON Algorithm

Dmitri Blueschke    
Viktoria Blueschke-Nikolaeva and Reinhard Neck    

Resumen

OPTCON is an algorithm for the optimal control of nonlinear stochastic systems which is particularly applicable to economic models. It delivers approximate numerical solutions to optimum control (dynamic optimization) problems with a quadratic objective function for nonlinear economic models with additive and multiplicative (parameter) uncertainties. The algorithm was first programmed in C# and then in MATLAB. It allows for deterministic and stochastic control, the latter with open loop (OPTCON1), passive learning (open-loop feedback, OPTCON2), and active learning (closed-loop, dual, or adaptive control, OPTCON3) information patterns. The mathematical aspects of the algorithm with open-loop feedback and closed-loop information patterns are presented in more detail in this paper.

 Artículos similares

       
 
Haibo Li, Zhonghua Tang and Dongjin Xiang    
Acid in situ leaching (ISL) is a common approach to the recovery of uranium in the subsurface. In acid ISL, there are numerous of chemical reactions among the injected sulfuric acid, groundwater, and porous media containing ore layers. A substantial amou... ver más
Revista: Water

 
Uk-Jae Lee, Dong-Hui Ko and Hong-Yeon Cho    
In this study, a smoothing method was applied to improve the accuracy of peak wave period estimation using water surface elevation data collected from two oceanographic and meteorological observation towers situated on the western coast of the Korean Pen... ver más

 
Yohei Ueno, Taichi Tebakari, Keigo Noda and Kazuhiro Yoshimi    
In this study, we examine the possibility of proactive floodwater diversion to fields via backwater in numerical experiments using multiple elevation data products with different spatial resolutions and explore the optimal timing of water diversion from ... ver más
Revista: Water

 
Shuya Wang, Fen Wang, Ruying Li and Min Ji    
To investigate the treatment performance of employing the anaerobic ammonia oxidation (anammox) biofilm process to treat the iron-containing industrial wastewater with a low carbon?nitrogen ratio and obtain an optimal condition, the effects of elevated e... ver más
Revista: Water

 
Jinn-Chyi Chen, Xun-Rui Fan, Jian-Qiang Fan, Xi-Zhu Lai, Gui-Liang Li and Feng-Bin Li    
This study investigated the visual harmony of an urban stream considering changes to the ratio of water to greenery on the riverbed. The Baxi stream, a third-order stream in Yongan City, Fujian Province, China was selected as the study site. The stream r... ver más
Revista: Water