Most cited papers in Advanced Control Systems Optimization
What are the most cited papers in Advanced Control Systems Optimization?
The most cited paper in Advanced Control Systems Optimization is "Advances in neural information processing systems 7" (Krzysztof J. Cios, Mark E. Shields, 1997), with 22,314 citations. Next come "Dynamic Programming and Optimal Control" (10,909) and "YALMIP : a toolbox for modeling and optimization in MATLAB" (9,338).
Showing 50 of 100 papers. Every paper with more than 1,340 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Advances in neural information processing systems 7 Krzysztof J. Cios, Mark E. Shields · Neurocomputing | Sep 1997 | 22,314 |
| 2 | Dynamic Programming and Optimal Control Dimitri P. Bertsekas | May 1995 | 10,909 |
| 3 | YALMIP : a toolbox for modeling and optimization in MATLAB Johan Löfberg | 21 Mar 2005 | 9,338 |
| 4 | Constrained model predictive control: Stability and optimality D.Q. Mayne, James B. Rawlings, Christopher V. Rao et al. · Automatica | Jun 2000 | 8,753 |
| 5 | Using SeDuMi 1.02, A Matlab toolbox for optimization over symmetric cones Jos F. Sturm · Optimization methods & software | 1999 | 7,558 |
| 6 | Decision-Making in a Fuzzy Environment Richard Bellman, L. A. Zadeh · Management Science | Dec 1970 | 6,821 |
| 7 | Robust adaptive control Pétros Ioannou, Jing Sun · American Control Conference | 15 Oct 1995 | 5,698 |
| 8 | Continuous control with deep reinforcement learning Timothy Lillicrap, Jonathan J. Hunt, Alexander Pritzel et al. · arXiv (Cornell University) | 9 Sep 2015 | 5,364 |
| 9 | Model predictive control: Theory and practice—A survey Carlos E. García, David M. Prett, Manfred Morari · Automatica | May 1989 | 5,344 |
| 10 | A survey of industrial model predictive control technology S. Joe Qin, Thomas A. Badgwell · Control Engineering Practice | 30 Apr 2003 | 5,091 |
| 11 | Linear Optimal Control Systems Huibert Kwakernaak, Raphael Sivan, Bjor N D. Tyreus · Journal of Dynamic Systems Measurement and Control | Sep 1974 | 4,975 |
| 12 | Adaptive filtering, prediction and control Pétros Ioannou · Automatica | Sep 1985 | 4,490 |
| 13 | Application of fuzzy algorithms for control of simple dynamic plant Ebrahim H. Mamdani · Proceedings of the Institution of Electrical Engineers | 1974 | 4,053 |
| 14 | CasADi: a software framework for nonlinear optimization and optimal control Joel A.E. Andersson, Joris Gillis, Greg Horn et al. · Mathematical Programming Computation | 11 Jul 2018 | 3,950 |
| 15 | Essentials of robust control Kemin Zhou | 1998 | 3,839 |
| 16 | Generalized predictive control—Part I. The basic algorithm DAVID W. CLARKE, Coorous Mohtadi, P.S. Tuffs · Automatica | Mar 1987 | 3,792 |
| 17 | A plant-wide industrial process control problem James J. Downs, Ernest F. Vogel · Computers & Chemical Engineering | Mar 1993 | 3,313 |
| 18 | The explicit linear quadratic regulator for constrained systems Alberto Bemporad, Manfred Morari, Vivek Dua et al. · Automatica | 2002 | 3,280 |
| 19 | On the logic of theory change: Partial meet contraction and revision functions Carlos E. Alchourrón, Peter Gärdenfors, David Makinson · Journal of Symbolic Logic | Jun 1985 | 3,248 |
| 20 | Sliding order and sliding accuracy in sliding mode control Arie Levant · International Journal of Control | Dec 1993 | 3,087 |
| 21 | Control of systems integrating logic, dynamics, and constraints Alberto Bemporad, Manfred Morari · Automatica | Mar 1999 | 3,082 |
| 22 | PID control system analysis, design, and technology Kiam Heong Ang, G. Chong, Yun Li · IEEE Transactions on Control Systems Technology | 22 Jun 2005 | 2,997 |
| 23 | A survey of iterative learning control Douglas A. Bristow, Marina Tharayil, Andrew G. Alleyne · IEEE Control Systems | Jun 2006 | 2,991 |
| 24 | The Vanishing Gradient Problem During Learning Recurrent Neural Nets and Problem Solutions Sepp Hochreiter · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems | Apr 1998 | 2,990 |
| 25 | Disturbance-Observer-Based Control and Related Methods—An Overview Wen‐Hua Chen, Jun Tao Yang, Lei Guo et al. · IEEE Transactions on Industrial Electronics | 14 Sep 2015 | 2,981 |
| 26 | Barrier Lyapunov Functions for the control of output-constrained nonlinear systems Keng Peng Tee, Shuzhi Sam Ge, Eng Hock Tay · Automatica | 21 Jan 2009 | 2,922 |
| 27 | Variable structure control: a survey John Y. Hung, W.B. Gao, J. C. Hung · IEEE Transactions on Industrial Electronics | 1993 | 2,914 |
| 28 | Optimization of Control Parameters for Genetic Algorithms John J. Grefenstette · IEEE Transactions on Systems Man and Cybernetics | 1986 | 2,869 |
| 29 | An introduction to observers David G. Luenberger · IEEE Transactions on Automatic Control | Dec 1971 | 2,688 |
| 30 | Bibliographical review on reconfigurable fault-tolerant control systems Youmin M. Zhang, Jin Jiang · Annual Reviews in Control | 12 Nov 2008 | 2,616 |
| 31 | Distributed Event-Triggered Control for Multi-Agent Systems Dimos V. Dimarogonas, Emilio Frazzoli, Karl Henrik Johansson · IEEE Transactions on Automatic Control | 3 Nov 2011 | 2,564 |
| 32 | Robust constrained model predictive control using linear matrix inequalities Mayuresh V. Kothare, V. Balakrishnan, Manfred Morari · Automatica | Oct 1996 | 2,523 |
| 33 | Scaling and bandwidth-parameterization based controller tuning Zhiqiang Gao | 12 Apr 2005 | 2,443 |
| 34 | Control Barrier Function Based Quadratic Programs for Safety Critical Systems Aaron D. Ames, Xiangru Xu, Jessy W. Grizzle et al. · IEEE Transactions on Automatic Control | 13 Dec 2016 | 2,442 |
| 35 | Set invariance in control Franco Blanchini · Automatica | Nov 1999 | 2,407 |
| 36 | Nonlinear controllability and observability Robert B. Hermann, Arthur J. Krener · IEEE Transactions on Automatic Control | Oct 1977 | 2,350 |
| 37 | Model predictive control: past, present and future Manfred Morari, Jay H. Lee · Computers & Chemical Engineering | May 1999 | 2,342 |
| 38 | On the Adaptive Control of Robot Manipulators Jean-Jacques E. Slotine, Weiping Li · The International Journal of Robotics Research | Sep 1987 | 2,289 |
| 39 | Multivariable feedback design: Concepts for a classical/modern synthesis John C. Doyle, G. Stein · IEEE Transactions on Automatic Control | Feb 1981 | 2,205 |
| 40 | Gaussian networks for direct adaptive control R.M. Sanner, J.-J.E. Slotine · IEEE Transactions on Neural Networks | 1992 | 2,204 |
| 41 | Adaptive Control: Stability, Convergence, and Robustness Shankar Sastry, Marc Bodson, James F. Bartram · The Journal of the Acoustical Society of America | Jul 1990 | 2,189 |
| 42 | Reconfigurable Manufacturing Systems Yoram Koren, Uwe Heisel, F. Jovane et al. · CIRP Annals | 1999 | 2,023 |
| 43 | Dynamic Triggering Mechanisms for Event-Triggered Control Antoine Girard · IEEE Transactions on Automatic Control | 4 Nov 2014 | 2,013 |
| 44 | Simple analytic rules for model reduction and PID controller tuning Sigurd Skogestad · Journal of Process Control | 28 Dec 2002 | 2,000 |
| 45 | Model predictive control: Recent developments and future promise D.Q. Mayne · Automatica | 11 Nov 2014 | 1,979 |
| 46 | An introduction to event-triggered and self-triggered control W.P.M.H. Heemels, Karl Henrik Johansson, Paulo Tabuada | Dec 2012 | 1,971 |
| 47 | Systematic design of adaptive controllers for feedback linearizable systems I. Kanellakopoulos, P.V. Kokotović, A. Stephen Morse · IEEE Transactions on Automatic Control | Nov 1991 | 1,962 |
| 48 | SDPT3 — A Matlab software package for semidefinite programming, Version 1.3 Kim-Chuan Toh, Michael J. Todd, Reha H. Tütüncü · Optimization methods & software | 1999 | 1,945 |
| 49 | Sequential Quadratic Programming Paul T. Boggs, Jon W. Tolle · Acta Numerica | 1995 | 1,871 |
| 50 | A review of process fault detection and diagnosis Venkat Venkatasubramanian, Raghunathan Rengaswamy, Surya N. Kavuri et al. · Computers & Chemical Engineering | Mar 2003 | 1,842 |
Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.