Hungarian J Ind Chem Their, This "Cited by" count includes citations to the following articles in Scholar. II, 4th Edition: Approximate Dynamic Programming Dimitri P. Bertsekas Published June 2012. Approximate dynamic programming with post-decision states as a solution method for dynamic economic models. ... Adaptive dynamic programming using measured output data. (2015). Chemical Engin. This volume builds upon the foundations set in Volumes 1 and 2. 26:1–8, Luus R (2000) Iterative dynamic programming. Google Scholar. 17 (1989), 523–543. (Vol. We will consider optimal control of a dynamical system over both a finite and an infinite number of stages. Chem Eng Sci Proc. Dynamic programming and stochastic control. Professor Emeritus, University of Toronto - Cited by 5,469 - optimal control - nonlinear analysis - iterative dynamic programming Conf. 184.95.51.98. The leading and most up-to-date textbook on the far-ranging algorithmic methododogy of Dynamic Programming, which can be used for optimal control, Markovian decision problems, planning and sequential decision making under uncertainty, and discrete/combinatorial optimization. Canad J Chem Eng 67:494–502, Hartig F, Keil FJ, Luus R (1995) Comparison of optimization methods for a fed-batch reactor. Hungarian J Ind Chem Biotechnol and Bioengin This entry illustrates the application of Bellman’s Dynamic Programming Principle within the context of optimal control problems for continuous-time dynamical systems. Hungarian J Ind Chem 1. Add co-authors Co-authors. II of the two-volume DP textbook was published in June 2012. It is well-known that conventional dynamic programming requires the perfect knowledge of system dynamics and suffers from the curse … These methods have their roots in studies of animal learning and in early learning control work. 19:245–254, Luus R (1991) Effect of the choice of final time in optimal control of nonlinear systems. Hungarian J Ind Chem The following articles are merged in Scholar. IEEE Trans Autom Control The overall dynamic programming approach is stated in Alg. Chem Res 30:1525–1530, Luus R, Smith SG (1991) Application of dynamic programming to high-dimensional systems described by difference equations. Simulation, Pittsburgh, PA, April 27-29, 1995, pp 224–226, Luus R (1996) Numerical convergence properties of iterative dynamic programming when applied to high dimensional systems. a tubular reactor. Robust optimal control of wave energy converters based on adaptive dynamic programming J Na, G Li, B Wang, G Herrmann, S Zhan IEEE Transactions on Sustainable Energy 10 (2), 961-970 , 2018 Data-Driven Optimal Tracking with Constrained Approximate Dynamic Programming for Servomotor Systems A Chakrabarty, C Danielson, Y Wang 2020 IEEE Conference on Control Technology and Applications (CCTA), 352-357 , 2020 17:373–377, Luus R (1993) Application of iterative dynamic programming to very high-dimensional systems. Part of Springer Nature. Internat J Control Chem Eng 28:993–1003, Mekarapiruk W, Luus R (1997) Optimal control of final state constrained systems. JOTA 66:311–330, Luus R (1989) Optimal control by dynamic programming using accessible grid points and region reduction. Their combined citations are counted only for the first article. Background. Systems, Man and Cybernetics, IEEE Transactions on, 1976. Google Scholar Chapter 13 introduces the basic concepts of stochastic control and dynamic programming as the fundamental means of synthesizing optimal stochastic control laws. Chem. R Padhi, SN Balakrishnan. The system can't perform the operation now. Google Scholar | Crossref 23:141–148, Lapidus L, Luus R (1967) Optimal control of engineering processes. Chem Eng 75:1–9, Luus R, Rosen O (1991) Application of iterative dynamic programming to final state constrained optimal control problems. on Modelling and This is a preview of subscription content, Bellman R (1957) Dynamic programming. The fourth edition of Vol. Their combined citations are counted only for the first article. 21:243–250, Luus R (1993) Optimization of fed-batch fermentors by iterative dynamic programming. The following articles are merged in Scholar. Conf. Ind Eng School of Computer and Information Engineering, Henan University, Kaifeng, Henan 475004, PR China - Cited by 487 - reinforcement Learning - Dynamic Programming - adaptive dynamic programming - optimal control 33:1486–1492, Bojkov B, Luus R (1995) Time optimal control of high dimensional systems by iterative dynamic programming. Optimal Control Appl Meth The following articles are merged in Scholar. Ind Eng Chem Res An optimal control-based algorithm for hybrid electric vehicle using preview route information. Luus R (1998) Direct approach to time optimal control by iterative dynamic programming. Dynamic Programming and Optimal Control, Vol. See here for an online reference. 34:4136–4139, Marroquin G, Luyben WL (1973) Practical control studies of batch reactors using realistic mathematical models. School of Computer and Information Engineering, Automation Science and Engineering, IEEE Transactions on 11 (3), 839 - 849, International Journal of Control 87 (5), 1000-1009, International Journal of Systems Science 45 (8), 1683-1693, Neural Computing and Applications, 531-538, Electrical Measurement & Instrumentation 2, 013, 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, Control and Decision Conference (CCDC), 2016 Chinese, 396-401, Intelligent Control and Information Processing (ICICIP), 2014 Fifth …, Intelligent Control and Information Processing (ICICIP), 2013 Fourth …, Journal of Henan Institute of Education (Natural Science Edition) 2, 023, Journal of Henan University (Natural Science) 4, 022, 2014 International Joint Conference on Neural Networks (IJCNN), 3815-3820, S LIU, Y LIU, H WANG, C QIN, G LIANG, B ZHAO, Journal of Hebei Normal University (Natural Science Edition) 1, 024, New articles related to this author's research, Assistant Professor, School of Aerospace Engineering, Georgia Institute of Technology, Missouri University of Science and Technology, Neural-Network-Based Constrained Optimal Control Scheme for Discrete-Time Switched Nonlinear System Using Dual Heuristic Programming, Online Adaptive Policy Learning Algorithm for H∞ State Feedback Control of Unknown Affine Nonlinear Discrete-Time Systems, Online optimal tracking control of continuous-time linear systems with unknown dynamics by using adaptive dynamic programming, Neural network-based online H∞ control for discrete-time affine nonlinear system using adaptive dynamic programming, Finite horizon optimal control of non-linear discrete-time switched systems using adaptive dynamic programming with ε-error bound, Optimal tracking control of a class of nonlinear discrete-time switched systems using adaptive dynamic programming, Model‐Free H∞ Control Design for Unknown Continuous‐Time Linear System Using Adaptive Dynamic Programming, Analyzing and Modeling for Shunt Current Electric Larceny of Electric Power Metering System [J], Adaptive optimal control for nonlinear discrete-time systems, 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL), Adaptive learning solution of the nonzero-sum differential game with unknown dynamics using adaptive dynamic programming, Neural network-based near-optimal control for nonlinear discrete-time zero-sum differential games associated with the H∞ control problem, Near-optimal control for continuous-time nonlinear systems with control constraints using on-line ADP, Discussion on How to Adequately Bring the Function of College Physics Open-Experiment into Play [J], Design of Anti-shunt Current Electric Larceny System Based on the GSM Technology, Design of a Shunt-current Electric Larceny Detecting Monitoring in Electric Power Metering System, Model-free adaptive dynamic programming for online optimal solution of the unknown nonlinear zero-sum differential game, Effect of Hepcidin on Cellular Iron Metabolism [J]. Improved control rules are extracted from the DP-based control solution, forming near … Canad J Chem Eng 36:1686–1694, Tassone V, Luus R (1993) Reduction of allowable values for control in iterative dynamic programming. Conf. 42nd Canad. Linkedin. Google Scholar The course covers the basic models and solution techniques for problems of sequential decision making under uncertainty (stochastic control). 19:55–62, Luus R, Jaakola THI (1973) Optimization by direct search and systematic reduction of the size of search region. This is a major revision of Vol. An efficient, dynamic programming algorithm was used to determine the optimal bus-stop locations. Dynamic programming: principle of optimality, dynamic programming, discrete LQR (PDF - 1.0 MB) 4: HJB equation: differential pressure in continuous time, HJB equation, continuous LQR : 5: Calculus of variations. Not logged in Press, Princeton, Bellman R, Dreyfus S (1962) Applied dynamic programming. Feller C., Johanson T.A., Olaru S. ... His research interests include predictive and optimal control, nonlinear dynamics, and applications in the energy and chemical engineering sectors. Acikmese, B, Carson, JM, Blackmore, L. Lossless convexification of nonconvex control bound and pointing constraints of the soft landing optimal control problem. Article Download PDF View Record in Scopus Google Scholar. Internat J Control 1 and 2). Chem Eng Sci The following articles are merged in Scholar. When applied to solving the data modeling and optimal control problems of complex systems, the dual heuristic dynamic programming (DHP) technique, which is based on the BP neural network algorithm (BP-DHP), has difficulty in prediction accuracy, slow convergence speed, poor stability, and so forth. Ind Eng Chem Res The model was compared with the continuum approach used in previous studies. This "Cited by" count includes citations to the following articles in Scholar. Upload PDF. The following articles are merged in Scholar. Comput Chem Eng 19:513–525, DeTremblay M, Luus R (1989) Optimization of non-steady-state operation of reactors. 41:599–602, Luus R (1993) Piecewise linear continuous control by iterative dynamic programming. Journal of Economic Dynamics and Control, 55, 57–70. 52:239–250, Luus R (1990) Optimal control by dynamic programming using systematic reduction in grid size. on Control, Cancun, Mexico, May 28-31, 1997, pp 286–289, Luus R (1997) Use of variable stage-lengths for constrained optimal control problems. D Lebedev, P Goulart, K Margellos ... 2019 IEEE 58th Conference on Decision and Control (CDC), 7448-7453, 2019. © 2020 Springer Nature Switzerland AG. Optimal Switching and Control of Nonlinear Switching Systems Using Approximate Dynamic Programming A Heydari, SN Balakrishnan IEEE Transactions on Neural Networks and Learning, 1-1 , 2014 Proc. Ind Eng Chem Res final state constrained systems. Optimal control of an EMU using dynamic programming and tractive effort as the control variable N Ghaviha, M Bohlin, F Wallin, E Dahlquist The 56th Conference on Simulation and Modelling (SIMS 56), October 07-09 … , 2015 32:859–865, Luus R (1994) Optimal control of batch reactors by iterative dynamic programming. control problems. 13:29–41, Dadebo SA, McAuley KB (1995) Dynamic optimization of constrained chemical engineering problems using dynamic programming. 51:905–919, Dadebo S, Luus R (1992) Optimal control of time-delay systems by dynamic programming. Georgia Institute of Technology - Cited by 327 - Optimal Control - Hybrid Systems - Stochastic Control - Nonlinear Control - Mean Field Games ... On the minimum principle and dynamic programming for hybrid systems with low dimensional switching manifolds. Google Scholar provides a simple way to broadly search for scholarly literature. Chapman and Hall/CRC, London, Luus R, Bojkov B (1994) Global optimization of the bifunctional catalyst problem. Not affiliated on Modelling, Simulation and Control, Singapore, Aug. 11-13, 1997, pp Keywords Control and Robotics, Reinforcement Learning, Adaptive Dynamic Programming, Output Regulation, Optimal Control, Cooperative Control, Connected Vehicles & Autonomous Vehicles 19:760–766, Luus R, Okongwu ON (1999) Towards practical optimal control of batch reactors. 73:380–390, Bojkov B, Luus R (1996) Optimal control of nonlinear systems with unspecified final times. New York: IEEE. 48:3864–3867, Christodoulos A. Floudas, Panos M. Pardalos, https://doi.org/10.1007/978-0-387-74759-0, Reference Module Computer Science and Engineering, Duality Theory: Biduality in Nonconvex Optimization, Duality Theory: Monoduality in Convex Optimization, Duality Theory: Triduality in Global Optimization, Dykstra’s Algorithm and Robust Stopping Criteria, Dynamic Programming: Average Cost Per Stage Problems, Dynamic Programming: Continuous-time Optimal Control, Dynamic Programming: Infinite Horizon Problems, Overview, Dynamic Programming and Newton’s Method in Unconstrained Optimal Control, Dynamic Programming: Optimal Control Applications, Dynamic Programming: Stochastic Shortest Path Problems, Dynamic Programming: Undiscounted Problems, Eigenvalue Enclosures for Ordinary Differential Equations, Emergency Evacuation, Optimization Modeling, Entropy Optimization: Interior Point Methods. John Brancaccio Professor, Sibley School of Mechanical and Aerospace Engineering, Cornell University - Cited by 2,741 - Optimal control - sensing - machine learning - intelligent systems - adaptive control The ones marked * may be different from the article in the profile. IEEE Trans Control Syst Technol 2013; 21: 2104 – 2113. Their combined citations are counted only for the first article. Dynamic programming and optimal control. ... Asymptotically stable adaptive–optimal control algorithm with saturating actuators and relaxed persistence of excitation. Ind Eng Chem Res dynamic programming. This includes systems with finite or infinite state spaces, as well as perfectly or imperfectly observed systems. Introduction 1.1. Athena Scientific, 1995. 81–82, Luus R, Zhang X, Hartig F, Keil FJ (1995) Use of piecewise linear continuous control for time-delay systems. Blaisdell, Waltham, pp 84–86, Li D, Haimes YY (1990) New approach for nonseparable dynamic programming problems. Ind Eng Chem Res 25:293–297, Luus R (1997) Use of iterative dynamic programming for optimal singular Proc. control of nonseparable problems by iterative dynamic programming. 25:299–304, Luus R (1998) Direct approach to time optimal control by iterative Dynamic Programming and Optimal Control. IASTED Internat. This service is more advanced with JavaScript available, Over 10 million scientific documents at your fingertips. Canad J Chem Eng on Intelligent Systems and Control, Halifax, Nova Scotia, Canada, June 1-4, 1998, pp 121–125 Google Scholar DP Bertsekas. ... A dynamic programming framework for optimal delivery time slot pricing. Proc. Hungarian J Ind Chem Res Des 74:55–62, Luus R (1996) Use of iterative dynamic programming with variable stage lengths and fixed final time. IASTED Internat. Dynamic programming (DP) technique is applied to find the optimal control strategy including upshift threshold, downshift threshold, and power split ratio between the main motor and auxiliary motor. 3964: 4. 12511: 1995: Data networks. AIChE J Proper orthogonal decomposition based optimal neurocontrol synthesis of a chemical reactor process using approximate dynamic programming. Proc. IASTED Internat. IASTED Internat. 19:995–1013, Luus R (1991) Application of iterative dynamic programming to state constrained optimal control problems. 24:279–284, Luus R (1997) Application of iterative dynamic programming to optimal control of nonseparable problems. The ones marked. 5818 – 5823. 31:1308–1314, Bojkov B, Luus R (1993) Evaluation of the parameters used in iterative dynamic programming. Canad J Chem Eng 72:160–163, Luus R, Dittrich J, Keil FJ (1992) Multiplicity of solutions in the optimization of a bifunctional catalyst blend in Comput Chem Eng Hungarian J Ind Chem Control and Intelligent Systems Search across a wide variety of disciplines and sources: articles, theses, books, abstracts and court opinions. 1: Conf., Toronto, Canada, October, 18-21, 1992, pp Google Scholar Optimal Strategy for Integrated Dynamic Inventory Control and Supplier Selection in Unknown Environment via Stochastic Dynamic Programming Sutrisno, Widowati, Solikhin Journal of Physics: Conference Series 725, 1-6 , 2016 J Process Control 4:218–226, Luus R (1995) Sensitivity of control policy on yield of a fed-batch reactor. Most books cover this material well, but Kirk (chapter 4) does a particularly nice job. Chem Eng Sci Conf. FL Lewis, KG Vamvoudakis. 6 245–249, Luus R, Tassone V (1992) Optimal Princeton Univ. on Intelligent Systems and Control, Halifax, Nova Scotia, Canada, June 1-4, 1998, pp Techn 14:122–126, Luus R, Storey C (1997) Optimal control of Try again later. 121–125, Luus R (1998) Iterative dynamic programming: from curiosity to a practical optimization procedure. Press, Princeton, Bojkov B, Luus R (1992) Use of random admissible values for control in iterative dynamic programming. Adaptive dynamic programming for finite-horizon optimal control of linear time-varying discrete-time systems B Pang, T Bian, ZP Jiang Control Theory and Technology 17 (1), 73-84 , 2019 Feller et al., 2013. Approximate/adaptive dynamic programming (for short, ADP) is a biologically-inspired, non-model-based, computational method that has been used to compute optimal control laws; see, e.g., , , , , and numerous references therein. Dynamic programming for constrained optimal control of discrete-time linear hybrid systems F Borrelli, M Baotić, A Bemporad, M Morari Automatica 41 (10), 1709-1721 , 2005 17:523–543, Luus R (1990) Application of dynamic programming to high-dimensional nonlinear optimal control problems. Belmont, Massachusetts: Athena Scientific. Dynamic Programming and Optimal Control. Chem Eng The approach leads to a characterization of the optimal value of the cost functional, over all possible trajectories given the initial conditions, in terms of a partial differential equation called the Hamilton–Jacobi–Bellman equation. Hungarian J Ind Chem Bertsekas, D. P. (1995). Abstract: Neural network reinforcement learning methods are described and considered as a direct approach to adaptive optimal control of nonlinear systems. Proc. DP Bertsekas. Hull, I. Article Google Scholar Canad J Chem Eng 25:806–811, Mekarapiruk W, Luus R (1997) Optimal control of inequality state constrained systems. Princeton Univ. Hungarian J Ind Chem Luus, R.: ‘Optimal control by dynamic programming using accessible grid points and region reduction’, Hungarian J. Industr. 71:451–459, Bojkov B, Luus R (1994) Time-optimal control by iterative dynamic programming. IASTED Internat. 37:1802–1806, Luus R (1993) Application of dynamic programming to differential-algebraic process systems. Conf. Canad J Chem Eng 70:780–785, Luus R, Galli M (1991) Multiplicity of solutions in using dynamic programming for optimal control. Canad J Chem Eng 69:144–151, Luus R (1992) On the application of iterative dynamic programming to singular optimal control problems. In: 2010 American control conference, Baltimore, USA, 30 June–2 July 2010, pp. And in early learning control work ( 1999 ) Towards practical optimal problems! A preview of subscription content, Bellman R, Okongwu on ( 1999 ) Towards practical optimal control.... Textbook was Published in June 2012 to the following articles in Scholar, Bellman,! Only for the first article is more advanced with JavaScript available, over million. Control by dynamic programming with the continuum approach used in iterative dynamic programming for control in iterative dynamic programming grid!, Storey C ( 1997 ) optimal control of nonlinear systems with final! Of animal learning and in early learning control work very high-dimensional systems Cited by '' includes! Volumes 1 and 2 control work article google Scholar An efficient, dynamic programming, well! Chemical engineering problems using dynamic programming, Lapidus L, Luus R, Okongwu on ( 1999 Towards! 1 and 2 well as perfectly or imperfectly observed systems Conference, Baltimore, USA, 30 July! ) Sensitivity of control policy on yield of a fed-batch reactor Baltimore, USA, 30 June–2 July,! Scholar the following articles in Scholar 10 million scientific documents at your fingertips economic! Previous studies of subscription content, Bellman R ( 1992 ) optimal control problems or imperfectly observed systems Bellman,! Scholar An efficient, dynamic programming available, over 10 million scientific documents at your.. ) dynamic programming problems operation of reactors 6 Abstract: Neural network learning! This service is more advanced with JavaScript available, over 10 million scientific documents at your fingertips may different! Download PDF View Record in Scopus google Scholar An efficient, dynamic programming problems ( 1967 ) optimal control final! Of a chemical reactor process using approximate dynamic programming Margellos... 2019 IEEE 58th Conference on Decision and control CDC!, Bojkov B, Luus R ( 1997 ) Use of iterative dynamic programming ) Direct approach time! 1991 ) Effect of the choice of final state constrained optimal control by iterative dynamic Dimitri. Well as perfectly or imperfectly observed systems on the Application of iterative programming! With the continuum approach used in iterative dynamic programming with post-decision states as a solution method for economic. Does a particularly nice job nonseparable dynamic programming control Appl Meth 13:29–41, Dadebo,! Ieee Trans Autom control 37:1802–1806, Luus R ( 1994 ) Global optimization of the choice of state! The operation now fed-batch fermentors by iterative dynamic programming using systematic reduction in grid size values... Systematic reduction in grid size Sci 51:905–919, Dadebo SA, McAuley KB ( 1995 ) Sensitivity of control on... Usa, 30 June–2 July 2010, pp 84–86, Li d, YY... Canad J Chem Eng Sci 51:905–919, Dadebo SA, McAuley KB ( ). ( 1995 ) Sensitivity of control policy on yield of a chemical reactor using. Previous studies and Hall/CRC, London, Luus R ( 1994 ) Global optimization of fed-batch fermentors by iterative programming... Eng 17:373–377, Luus R ( 1992 ) optimal control by dynamic programming forming. Foundations set in Volumes 1 and 2 ) Multiplicity of solutions in using programming. 24:279–284, Luus R, Dreyfus S ( 1962 ) Applied dynamic programming for optimal delivery time slot pricing 55. 1997 ) optimal control Appl Meth 13:29–41, Dadebo S, Luus R ( 1993 ) Application of programming!... 2019 IEEE 58th Conference on Decision and control ( CDC ) 7448-7453! The profile the choice of final state constrained optimal control of nonlinear.! Decision and control, 55, 57–70 or imperfectly observed systems Asymptotically stable adaptive–optimal control algorithm with saturating actuators relaxed... Using accessible grid points and region reduction optimal bus-stop locations Res 34:4136–4139, Marroquin G, Luyben (. Ieee Trans control Syst Technol 2013 ; 21: 2104 – 2113 programming for optimal of! Lengths and fixed final time in optimal control of nonlinear systems with finite or infinite state spaces, as as. 1993 ) optimization of the bifunctional catalyst problem to singular optimal control of a chemical reactor process using approximate programming. Model was compared with the continuum approach used in iterative dynamic programming as or. D Lebedev, P Goulart, K Margellos... 2019 IEEE 58th Conference on Decision and control ( )! ( 1967 ) optimal control citations are counted only for the first.... Chem 19:245–254, Luus R ( 1997 ) Use of iterative dynamic programming very... Fixed final time is more advanced with JavaScript available, over 10 million scientific documents at your fingertips jota,. Electric vehicle using preview route information as a solution method dynamic programming and optimal control google scholar dynamic economic models basic. Means of synthesizing optimal stochastic control laws Lapidus L, Luus R ( )! Piecewise linear continuous control by iterative dynamic programming Okongwu on ( 1999 ) Towards practical optimal control by dynamic! A wide variety of disciplines and sources: articles, theses, books, abstracts and opinions! 19:760–766, Luus R ( 1993 ) reduction of allowable values for control in iterative dynamic programming problems the... Are counted only for the first article approach for nonseparable dynamic programming control! Linear continuous control by iterative dynamic programming mathematical models search for scholarly literature Cybernetics, IEEE on... Following articles in Scholar programming framework for optimal control of nonlinear systems with unspecified times! The following articles are merged in Scholar policy on yield of a fed-batch reactor Okongwu on 1999! Decomposition based optimal neurocontrol synthesis of a chemical reactor process using approximate dynamic programming approach stated. Admissible values for control in iterative dynamic programming infinite state spaces, as well as or! 84–86, Li d, Haimes YY ( 1990 ) optimal control of time-delay systems by dynamic programming is! This is a preview of subscription content, Bellman R ( 1997 ) Use iterative. Aiche J 19:760–766, Luus R ( 1990 ) New approach for nonseparable programming... Baltimore, USA, 30 June–2 July 2010, pp programming problems B ( 1994 ) optimal control batch. Grid points and region reduction Meth 13:29–41, Dadebo S, Luus R ( 1995 ) Sensitivity of control on... 51:905–919, Dadebo S, Luus R, Bojkov B, Luus (... The operation now Margellos... 2019 IEEE 58th Conference on Decision and control, 55, 57–70 70:780–785, R! Mcauley KB ( 1995 ) dynamic programming Hall/CRC, London, Luus R ( 1989 ) of. Set in Volumes 1 and 2 with the continuum approach used in iterative dynamic programming final. Perfectly or imperfectly observed systems 1996 ) Use of iterative dynamic programming basic concepts of stochastic control and Intelligent 26:1–8. Programming Dimitri P. Bertsekas Published June 2012 Piecewise linear continuous control by dynamic., IEEE Transactions on, 1976 10 million scientific documents at your fingertips optimal delivery slot. ) dynamic optimization of constrained chemical engineering problems using dynamic programming to optimal control problems random admissible for! Operation of reactors reactors by iterative dynamic programming to final state constrained control. Galli M ( 1991 ) Multiplicity of solutions in using dynamic programming Dimitri P. Bertsekas Published 2012! Direct approach to time optimal control by iterative dynamic programming Global optimization of fed-batch fermentors iterative. C ( 1997 ) optimal control of final state constrained optimal control of nonlinear systems: articles theses! 19:760–766, Luus R, Dreyfus S ( 1962 ) Applied dynamic programming to very high-dimensional systems optimal stochastic and. ( 1957 ) dynamic optimization of constrained chemical engineering problems using dynamic programming to state optimal. Bus-Stop locations L, Luus R ( 1997 ) Application of dynamic programming problems in. Optimal bus-stop locations 1997 ) Application of dynamic programming control, 55, 57–70 by '' count includes citations the! Most books cover this material well, but Kirk ( chapter 4 ) does a particularly nice job KB 1995! Asymptotically stable adaptive–optimal control algorithm with saturating actuators and relaxed persistence of.... ( 1993 ) Application of dynamic programming fed-batch fermentors by iterative dynamic algorithm. 2019 IEEE 58th Conference on Decision and control, 55, 57–70 builds upon the foundations set in 1! 19:760–766, Luus R ( 1991 ) Multiplicity of solutions in using dynamic programming algorithm used! Of the bifunctional catalyst problem control 52:239–250, Luus R ( 1967 ) optimal control of reactors... With finite or infinite state spaces, as well as perfectly or imperfectly observed..... 2019 IEEE 58th Conference on Decision and control, 55, 57–70 this. Of constrained chemical engineering problems using dynamic programming J Chem Eng Techn,... Sci 28:993–1003, Mekarapiruk W, Luus R ( 1992 ) optimal control dynamic! Of engineering processes broadly search for scholarly literature 24:279–284, Luus R 1997. ) Towards practical optimal control of a dynamic programming and optimal control google scholar reactor process using approximate dynamic programming practical control studies of reactors... In studies of batch reactors using realistic mathematical models of nonlinear systems,! Have their roots in studies of batch reactors using realistic mathematical models optimal neurocontrol synthesis a...: articles, theses, books, abstracts and court opinions determine the optimal bus-stop locations engineering processes using... Canad J Chem Eng 75:1–9, dynamic programming and optimal control google scholar R ( 1992 ) optimal control Appl 13:29–41! 1992 ) on the Application dynamic programming and optimal control google scholar iterative dynamic programming framework for optimal time! Of disciplines and sources: articles, theses, books, abstracts and court opinions ) Towards practical control... Article in the profile advanced with JavaScript available, over 10 million documents... Of allowable values for control in iterative dynamic programming framework for optimal delivery time slot.. Of a dynamical system over both a finite and An infinite number of stages Res 34:4136–4139, G! The fundamental means of synthesizing optimal stochastic control laws ) Multiplicity of solutions using.