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Boyd, Stephen Poythress

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Author ID: boyd.stephen-p Recent zbMATH articles by "Boyd, Stephen Poythress"
Published as: Boyd, Stephen; Boyd, Stephen P.; Boyd, S.
Homepage: https://web.stanford.edu/~boyd/
External Links: MGP · Wikidata · Google Scholar · Math-Net.Ru · dblp
Documents Indexed: 148 Publications since 1982, including 5 Books
all top 5

Co-Authors

1 single-authored
11 Vandenberghe, Lieven
11 Xiao, Lin
10 Kim, Seung-Jean
9 Balakrishnan, Venkataramanan
7 Chua, Leon Ong
7 Diamond, Steven
7 Skaf, Joëlle
6 Gorinevsky, Dimitry M.
6 Moehle, Nicholas
5 Diaconis, Persi Warren
4 Wang, Yang
3 Barratt, Craig H.
3 Bemporad, Alberto
3 Chu, Eric K.
3 Ghosh, Arpita
3 Lipp, Thomas
3 Luo, Zhi-Quan
3 Mattingley, Jacob
3 O’Donoghue, Brendan
3 Parikh, Neal
3 Wu, Shao-Po
2 Agrawal, Akshay
2 Balemi, Silvano
2 Banjac, Goran
2 Barratt, Shane
2 Busseti, Enzo
2 Candès, Emmanuel J.
2 Fu, Anqi
2 Ghaoui, Laurent El
2 Giselsson, Pontus
2 Goldsmith, Andrea J.
2 Goulart, Paul J.
2 Grant, Michael C.
2 Hallac, David
2 Hindi, Haitham A.
2 Horowitz, Mark A.
2 Johansson, Mikael
2 Keshavarz, Arezou
2 Koh, Kwangmoo
2 Ljung, Lennart
2 Lobo, Miguel Sousa
2 Magnani, Alessandro
2 Mutapcic, Almir
2 Nystrup, Peter
2 Ohlsson, Henrik
2 Parrilo, Pablo A.
2 Patil, Dinesh D.
2 Prabhakar, Balaji
2 Ryu, Ernest K.
2 Stellato, Bartolomeo
2 Takapoui, Reza
2 Udell, Madeleine
2 Ungun, Barıṣ
2 Xing, Lei
2 Yang, Qinping
2 Ye, Yinyu
2 Zhang, Junzi
2 Zymnis, Argyrios
1 Ang, Andrew
1 Angeris, Guillermo
1 Åström, Karl Johan
1 Bambos, Nicholas
1 Beard, Shawn
1 Ben-Tal, Aharon
1 Blondel, Vincent D.
1 Boyd, Nicholas
1 Breschi, Valentina
1 Chiang, Mung
1 Cioffi, John M.
1 Comanor, Katherine
1 Desoer, Charles A.
1 Eckstein, Jonathan
1 Fazel, Maryam
1 Feron, Eric
1 Fougner, Christopher
1 Georgiou, Tryphon T.
1 Glynn, Peter W.
1 Gopinath, B.
1 Gordon, Grant
1 Gupta, Pankaj
1 Gustafsson, Fredrik
1 Hassibi, Arash
1 Hast, Martin
1 Hastie, Trevor John
1 Honig, Michael L.
1 Horn, Corinne
1 Hovgaard, Tobias Gybel
1 Hsiung, Kan-Lin
1 Jordan, Michael Irwin
1 Jørgensen, John Bagterp
1 Joshi, Siddharth
1 Julius, A. Agung
1 Kabamba, Pierre T.
1 Khraishi, Nasser M.
1 Kimura, Hidenori
1 Kochenderfer, Mykel J.
1 Kosut, Robert L.
1 Larsen, Lars F. S.
1 Lau, Ming K.
1 Lebret, Hervé
...and 48 more Co-Authors
all top 5

Serials

10 Optimization and Engineering
9 IEEE Transactions on Automatic Control
9 Systems & Control Letters
7 SIAM Review
7 International Journal of Robust and Nonlinear Control
6 Journal of Optimization Theory and Applications
6 IEEE Transactions on Signal Processing
6 Journal of Machine Learning Research (JMLR)
5 IEEE Transactions on Information Theory
5 International Journal of Control
5 Automatica
5 SIAM Journal on Optimization
4 Optimization Letters
3 IEEE Transactions on Circuits and Systems
3 SIAM Journal on Matrix Analysis and Applications
3 Linear Algebra and its Applications
2 Signal Processing
2 Annals of Operations Research
2 Mathematical Programming. Series A. Series B
2 Computational Optimization and Applications
2 Optimization Methods & Software
2 Foundations and Trends in Machine Learning
2 Mathematical Programming Computation
1 American Mathematical Monthly
1 Journal of Mathematical Biology
1 International Journal of Circuit Theory and Applications
1 Operations Research
1 Applied Numerical Mathematics
1 IMA Journal of Mathematical Control and Information
1 MCSS. Mathematics of Control, Signals, and Systems
1 Journal of Parallel and Distributed Computing
1 Journal of Intelligent & Robotic Systems
1 SIAM Journal on Scientific Computing
1 The Journal of Fourier Analysis and Applications
1 INFORMS Journal on Computing
1 Foundations of Computational Mathematics
1 Internet Mathematics
1 Lecture Notes in Control and Information Sciences
1 SIAM Studies in Applied Mathematics
1 Advances in Data Analysis and Classification. ADAC
1 Applied and Computational Mathematics
1 IEEE Control Systems
1 IEEE Transactions on Circuits and Systems I: Regular Papers
1 Prentice Hall Information and System Sciences Series

Publications by Year

Citations contained in zbMATH Open

129 Publications have been cited 10,277 times in 8,861 Documents Cited by Year
Linear matrix inequalities in system and control theory. Zbl 0816.93004
Boyd, Stephen; Ghaoui, Laurent El; Feron, Eric; Balakrishnan, V.
1994
Convex optimization. Zbl 1058.90049
Boyd, Stephen; Vandenberghe, Lieven
2004
Distributed optimization and statistical learning via the alternating direction method of multipliers. Zbl 1229.90122
Boyd, Stephen; Parikh, Neal; Chu, Eric; Peleato, Borja; Eckstein, Jonathan
989
2010
Semidefinite programming. Zbl 0845.65023
Vandenberghe, Lieven; Boyd, Stephen
613
1996
Applications of second-order cone programming. Zbl 0946.90050
Lobo, Miguel Sousa; Vandenberghe, Lieven; Boyd, Stephen; Lebret, Hervé
348
1998
Enhancing sparsity by reweighted \(\ell _{1}\) minimization. Zbl 1176.94014
Candès, Emmanuel J.; Wakin, Michael B.; Boyd, Stephen P.
319
2008
Graph implementations for nonsmooth convex programs. Zbl 1205.90223
Grant, Michael C.; Boyd, Stephen P.
221
2008
Fast linear iterations for distributed averaging. Zbl 1157.90347
Xiao, Lin; Boyd, Stephen
216
2004
Randomized gossip algorithms. Zbl 1283.94005
Boyd, Stephen P.; Ghosh, Arpita; Prabhakar, Balaji; Shah, Devavrat
144
2006
Linear controller design. Limits of performance. Zbl 0748.93003
Boyd, Stephen P.; Barratt, Craig H.
117
1991
Fading memory and the problem of approximating nonlinear operators with Volterra series. Zbl 0587.93028
Boyd, Stephen; Chua, Leon O.
108
1985
Distributed average consensus with least-mean-square deviation. Zbl 1109.68019
Xiao, Lin; Boyd, Stephen; Kim, Seung-Jean
86
2007
A differential equation for modeling Nesterov’s accelerated gradient method: theory and insights. Zbl 1391.90667
Su, Weijie; Boyd, Stephen; Candès, Emmanuel J.
81
2016
Determinant maximization with linear matrix inequality constraints. Zbl 0959.90039
Vandenberghe, Lieven; Boyd, Stephen; Wu, Shao-Po
68
1998
A bisection method for computing the \(H_{\infty}\) norm of a transfer matrix and related problems. Zbl 0674.93020
Boyd, S.; Balakrishnan, V.; Kabamba, P.
67
1989
A tutorial on geometric programming. Zbl 1178.90270
Boyd, Stephen; Kim, Seung-Jean; Vandenberghe, Lieven; Hassibi, Arash
61
2007
Fastest mixing Markov chain on a graph. Zbl 1063.60102
Boyd, Stephen; Diaconis, Persi; Xiao, Lin
58
2004
Portfolio optimization with linear and fixed transaction costs. Zbl 1132.91474
Lobo, Miguel Sousa; Fazel, Maryam; Boyd, Stephen
54
2007
An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092
Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen
48
2007
Sensor selection via convex optimization. Zbl 1391.90679
Joshi, Siddharth; Boyd, Stephen
46
2009
A regularity result for the singular values of a transfer matrix and a quadratically convergent algorithm for computing its \(L_{\infty}\)-norm. Zbl 0704.93014
Boyd, S.; Balakrishnan, V.
43
1990
Minimizing effective resistance of a graph. Zbl 1134.05057
Ghosh, Arpita; Boyd, Stephen; Saberi, Amin
43
2008
CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008
Diamond, Steven; Boyd, Stephen
42
2016
Extending scope of robust optimization: comprehensive robust counterparts of uncertain problems. Zbl 1134.90042
Ben-Tal, Aharon; Boyd, Stephen; Nemirovski, Arkadi
42
2006
Disciplined convex programming. Zbl 1130.90382
Grant, Michael; Boyd, Stephen; Ye, Yinyu
42
2006
\(\ell_1\) trend filtering. Zbl 1171.37033
Kim, Seung-Jean; Koh, Kwangmoo; Boyd, Stephen; Gorinevsky, Dimitry
41
2009
Method of centers for minimizing generalized eigenvalues. Zbl 0781.65051
Boyd, Stephen; El Ghaoui, Laurent
39
1993
Conic optimization via operator splitting and homogeneous self-dual embedding. Zbl 1342.90136
O’Donoghue, Brendan; Chu, Eric; Parikh, Neal; Boyd, Stephen
37
2016
Structured and simultaneous Lyapunov functions for system stability problems. Zbl 0683.93057
Boyd, Stephen; Yang, Qinping
33
1989
CVXGEN: a code generator for embedded convex optimization. Zbl 1293.65095
Mattingley, Jacob; Boyd, Stephen
32
2012
A primal-dual potential reduction method for problems involving matrix inequalities. Zbl 0857.90104
Vandenberghe, Lieven; Boyd, Stephen
32
1995
Piecewise-affine state feedback for piecewise-affine slab systems using convex optimization. Zbl 1129.93401
Rodrigues, Luis; Boyd, Stephen
32
2005
Least-squares covariance matrix adjustment. Zbl 1099.65039
Boyd, Stephen; Xiao, Lin
31
2005
A primer on monotone operator methods. Zbl 1342.47066
Ryu, Ernest K.; Boyd, Stephen
28
2016
Linear convergence and metric selection for Douglas-Rachford splitting and ADMM. Zbl 1364.90256
Giselsson, Pontus; Boyd, Stephen
27
2017
Optimal scaling of a gradient method for distributed resource allocation. Zbl 1330.90136
Xiao, L.; Boyd, S.
26
2006
Cutting-set methods for robust convex optimization with pessimizing oracles. Zbl 1173.90502
Mutapcic, Almir; Boyd, Stephen
26
2009
Set-membership identification of systems with parametric and nonparametric uncertainty. Zbl 0767.93016
Kosut, Robert L.; Lau, Ming K.; Boyd, Stephen P.
25
1992
Generalized Chebyshev bounds via semidefinite programming. Zbl 1151.90512
Vandenberghe, Lieven; Boyd, Stephen; Comanor, Katherine
25
2007
Digital circuit optimization via geometric programming. Zbl 1165.90655
Boyd, Stephen P.; Kim, Seung-Jean; Patil, Dinesh D.; Horowitz, Mark A.
25
2005
Applications of semidefinite programming. Zbl 0956.90031
Vandenberghe, Lieven; Boyd, Stephen
23
1999
Generalized low rank models. Zbl 1350.68221
Udell, Madeleine; Horn, Corinne; Zadeh, Reza; Boyd, Stephen
22
2016
Branch and bound algorithm for computing the minimum stability degree of parameter-dependent linear systems. Zbl 0759.93036
Balakrishnan, V.; Boyd, S.; Balemi, S.
22
1991
The fastest mixing Markov process on a graph and a connecting to a maximum variance unfolding problem. Zbl 1109.60324
Sun, Jun; Boyd, Stephen; Xiao, Lin; Diaconis, Persi
22
2006
A new CAD method and associated architectures for linear controllers. Zbl 0641.93027
Boyd, Stephen P.; Balakrishnan, Venkataramanan; Barratt, Craig H.; Khraishi, Nasser M.; Li, Xiaoming; Meyer, David G.; Norman, Stephen A.
21
1988
Further relaxations of the semidefinite programming approach to sensor network localization. Zbl 1173.90498
Wang, Zizhuo; Zheng, Song; Ye, Yinyu; Boyd, Stephen
21
2008
Design of affine controllers via convex optimization. Zbl 1368.93667
Skaf, Joëlle; Boyd, Stephen P.
20
2010
Analytical foundations of Volterra series. Zbl 0668.93042
Boyd, Stephen; Chua, L. O.; Desoer, C. A.
20
1984
Convex piecewise-linear fitting. Zbl 1273.65086
Magnani, Alessandro; Boyd, Stephen P.
20
2009
On parameter convergence in adaptive control. Zbl 0542.93038
Boyd, S.; Sastry, S.
18
1983
Symmetry analysis of reversible Markov chains. Zbl 1087.60057
Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin
16
2005
Fastest mixing Markov chain on graphs with symmetries. Zbl 1189.05072
Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin
15
2009
Variations and extension of the convex-concave procedure. Zbl 1364.90260
Lipp, Thomas; Boyd, Stephen
14
2016
Extensions of Gauss quadrature via linear programming. Zbl 1327.65049
Ryu, Ernest K.; Boyd, Stephen P.
13
2015
Measuring Volterra kernels. Zbl 0518.93058
Boyd, Stephen; Tang, Y. S.; Chua, Leon O.
13
1983
Geometric programming duals of channel capacity and rate distortion. Zbl 1288.94032
Chiang, Mung; Boyd, Stephen P.
13
2004
Receding horizon control: automatic generation of high-speed solvers. Zbl 1395.93207
Mattingley, Jacob; Wang, Yang; Boyd, Stephen
13
2011
Automatic code generation for real-time convex optimization. Zbl 1211.90170
Mattingley, Jacob; Boyd, Stephen
11
2010
Segmentation of ARX-models using sum-of-norms regularization. Zbl 1191.93139
Ohlsson, Henrik; Ljung, Lennart; Boyd, Stephen
11
2010
Analysis and synthesis of state-feedback controllers with timing jitter. Zbl 1367.93218
Skaf, Joëlle; Boyd, Stephen
10
2009
MIMO PID tuning via iterated LMI restriction. Zbl 1417.93162
Boyd, Stephen; Hast, Martin; Åström, Karl Johan
10
2016
Comparison of peak and RMS gains for discrete-time systems. Zbl 0644.93050
Boyd, Stephen; Doyle, John
10
1987
Fastest mixing Markov chain on a path. Zbl 1135.60046
Boyd, Stephen; Diaconis, Persi; Sun, Jun; Xiao, Lin
10
2006
Infeasibility detection in the alternating direction method of multipliers for convex optimization. Zbl 1429.90050
Banjac, Goran; Goulart, Paul; Stellato, Bartolomeo; Boyd, Stephen
10
2019
Block splitting for distributed optimization. Zbl 1305.90291
Parikh, Neal; Boyd, Stephen
9
2014
Metric selection in fast dual forward-backward splitting. Zbl 1330.49032
Giselsson, Pontus; Boyd, Stephen
9
2015
Convex optimization of graph Laplacian eigenvalues. Zbl 1100.05063
Boyd, Stephen
9
2006
Global optimization in control system analysis and design. Zbl 0795.93040
Balakrishnan, Venkataramanan; Boyd, Stephen
8
1992
Obstacle collision detection using best ellipsoid fit. Zbl 1067.68775
Rimon, Elon; Boyd, Stephen P.
8
1997
Iterative water-filling for Gaussian vector multiple-access channels. Zbl 1301.94059
Yu, Wei; Rhee, Wonjong; Boyd, Stephen P.; Cioffi, John M.
8
2004
Tractable approximate robust geometric programming. Zbl 1176.90399
Hsiung, Kan-Lin; Kim, Seung-Jean; Boyd, Stephen
8
2008
Introduction to applied linear algebra. Vectors, matrices, and least squares. Zbl 1406.15001
Boyd, Stephen; Vandenberghe, Lieven
8
2018
Robust minimum variance beamforming. Zbl 1370.78279
Lorenz, Robert G.; Boyd, Stephen P.
7
2005
FIR filter design via spectral factorization and convex optimization. Zbl 0963.93026
Wu, Shao-Po; Boyd, Stephen; Vandenberghe, Lieven
7
1999
Connections between semi-infinite and semidefinite programming. Zbl 0908.90257
Vandenberghe, Lieven; Boyd, Stephen
7
1998
Joint optimization of communication rates and linear systems. Zbl 1364.90099
Xiao, Lin; Johansson, Mikael; Hindi, Haitham; Boyd, Stephen; Goldsmith, Andrea
7
2003
Smoothed state estimates under abrupt changes using sum-of-norms regularization. Zbl 1238.93105
Ohlsson, Henrik; Gustafsson, Fredrik; Ljung, Lennart; Boyd, Stephen
7
2012
A minimax theorem with applications to machine learning, signal processing, and finance. Zbl 1175.90412
Kim, Seung-Jean; Boyd, Stephen
7
2008
Design of low-bandwidth spatially distributed feedback. Zbl 1367.93243
Gorinevsky, Dimitry; Boyd, Stephen; Stein, Gunter
6
2008
Nonlinear Q-design for convex stochastic control. Zbl 1367.93219
Skaf, Joëlle; Boyd, Stephen
6
2009
Necessary and sufficient conditions for parameter convergence in adaptive control. Zbl 0594.93042
Boyd, Stephen; Sastry, S. S.
6
1984
Performance bounds for linear stochastic control. Zbl 1159.93356
Wang, Yang; Boyd, Stephen
6
2009
OSQP: an operator splitting solver for quadratic programs. Zbl 1452.90236
Stellato, Bartolomeo; Banjac, Goran; Goulart, Paul; Bemporad, Alberto; Boyd, Stephen
6
2020
Bounding duality gap for separable problems with linear constraints. Zbl 1351.90135
Udell, Madeleine; Boyd, Stephen
5
2016
On computing the worst-case peak gain of linear systems. Zbl 0778.93072
Balakrishnan, V.; Boyd, S.
5
1992
Uniqueness of a basic nonlinear structure. Zbl 0546.93036
Boyd, Stephen; Chua, Leon O.
5
1983
Techniques for exploring the suboptimal set. Zbl 1273.65089
Skaf, Joëlle; Boyd, Stephen
5
2010
Upper bounds on algebraic connectivity via convex optimization. Zbl 1105.05045
Ghosh, Arpita; Boyd, Stephen
5
2006
Inferring stable genetic networks from steady-state data. Zbl 1235.93028
Zavlanos, Michael M.; Julius, A. Agung; Boyd, Stephen P.; Pappas, George J.
5
2011
Parameter selection and preconditioning for a graph form solver. Zbl 1407.93126
Fougner, Christopher; Boyd, Stephen
5
2018
Minimum-time speed optimisation over a fixed path. Zbl 1292.49035
Lipp, Thomas; Boyd, Stephen
4
2014
Approximate dynamic programming via iterated Bellman inequalities. Zbl 1317.93237
Wang, Yang; O’Donoghue, Brendan; Boyd, Stephen
4
2015
A perspective-based convex relaxation for switched-affine optimal control. Zbl 1325.93026
Moehle, Nicholas; Boyd, Stephen
4
2015
Computing the minimum stability degree of parameter-dependent linear systems. Zbl 0844.93062
Balakrishnan, V.; Boyd, S.; Balemi, S.
4
1992
Fitting jump models. Zbl 1406.93315
Bemporad, Alberto; Breschi, Valentina; Piga, Dario; Boyd, Stephen P.
4
2018
A heuristic for optimizing stochastic activity networks with applications to statistical digital circuit sizing. Zbl 1176.90083
Kim, Seung-Jean; Boyd, Stephen P.; Yun, Sunghee; Patil, Dinesh D.; Horowitz, Mark A.
4
2007
Shrinking-horizon dynamic programming. Zbl 1202.93176
Skaf, Joëlle; Boyd, Stephen; Zeevi, Assaf
4
2010
Optimal estimation of deterioration from diagnostic image sequence. Zbl 1391.94077
Gorinevsky, Dimitry; Kim, Seung-Jean; Beard, Shawn; Boyd, Stephen; Gordon, Grant
4
2009
Stochastic matrix-free equilibration. Zbl 1367.65068
Diamond, Steven; Boyd, Stephen
3
2017
A general system for heuristic minimization of convex functions over non-convex sets. Zbl 1386.90182
Diamond, S.; Takapoui, R.; Boyd, S.
3
2018
OSQP: an operator splitting solver for quadratic programs. Zbl 1452.90236
Stellato, Bartolomeo; Banjac, Goran; Goulart, Paul; Bemporad, Alberto; Boyd, Stephen
6
2020
A simple effective heuristic for embedded mixed-integer quadratic programming. Zbl 1434.90117
Takapoui, Reza; Moehle, Nicholas; Boyd, Stephen; Bemporad, Alberto
2
2020
Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations. Zbl 07284421
Zhang, Junzi; O’Donoghue, Brendan; Boyd, Stephen
1
2020
Anderson accelerated Douglas-Rachford splitting. Zbl 1458.90511
Fu, Anqi; Zhang, Junzi; Boyd, Stephen
1
2020
Disciplined quasiconvex programming. Zbl 1459.90148
Agrawal, Akshay; Boyd, Stephen
1
2020
Infeasibility detection in the alternating direction method of multipliers for convex optimization. Zbl 1429.90050
Banjac, Goran; Goulart, Paul; Stellato, Bartolomeo; Boyd, Stephen
10
2019
A convex optimization approach to radiation treatment planning with dose constraints. Zbl 1428.90118
Fu, Anqi; Ungun, Barıṣ; Xing, Lei; Boyd, Stephen
1
2019
Multi-period portfolio selection with drawdown control. Zbl 1430.91088
Nystrup, Peter; Boyd, Stephen; Lindström, Erik; Madsen, Henrik
1
2019
Dynamic energy management. Zbl 1446.90158
Moehle, Nicholas; Busseti, Enzo; Boyd, Stephen; Wytock, Matt
1
2019
Disciplined geometric programming. Zbl 1425.90078
Agrawal, Akshay; Diamond, Steven; Boyd, Stephen
1
2019
Greedy Gaussian segmentation of multivariate time series. Zbl 1459.62170
Hallac, David; Nystrup, Peter; Boyd, Stephen
1
2019
Introduction to applied linear algebra. Vectors, matrices, and least squares. Zbl 1406.15001
Boyd, Stephen; Vandenberghe, Lieven
8
2018
Parameter selection and preconditioning for a graph form solver. Zbl 1407.93126
Fougner, Christopher; Boyd, Stephen
5
2018
Fitting jump models. Zbl 1406.93315
Bemporad, Alberto; Breschi, Valentina; Piga, Dario; Boyd, Stephen P.
4
2018
A general system for heuristic minimization of convex functions over non-convex sets. Zbl 1386.90182
Diamond, S.; Takapoui, R.; Boyd, S.
3
2018
A semidefinite programming method for integer convex quadratic minimization. Zbl 1401.90131
Park, Jaehyun; Boyd, Stephen
2
2018
Linear convergence and metric selection for Douglas-Rachford splitting and ADMM. Zbl 1364.90256
Giselsson, Pontus; Boyd, Stephen
27
2017
Stochastic matrix-free equilibration. Zbl 1367.65068
Diamond, Steven; Boyd, Stephen
3
2017
SnapVX: a network-based convex optimization solver. Zbl 1433.68345
Hallac, David; Wong, Christopher; Diamond, Steven; Sharang, Abhijit; Sosič, Rok; Boyd, Stephen; Leskovec, Jure
1
2017
A differential equation for modeling Nesterov’s accelerated gradient method: theory and insights. Zbl 1391.90667
Su, Weijie; Boyd, Stephen; Candès, Emmanuel J.
81
2016
CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008
Diamond, Steven; Boyd, Stephen
42
2016
Conic optimization via operator splitting and homogeneous self-dual embedding. Zbl 1342.90136
O’Donoghue, Brendan; Chu, Eric; Parikh, Neal; Boyd, Stephen
37
2016
A primer on monotone operator methods. Zbl 1342.47066
Ryu, Ernest K.; Boyd, Stephen
28
2016
Generalized low rank models. Zbl 1350.68221
Udell, Madeleine; Horn, Corinne; Zadeh, Reza; Boyd, Stephen
22
2016
Variations and extension of the convex-concave procedure. Zbl 1364.90260
Lipp, Thomas; Boyd, Stephen
14
2016
MIMO PID tuning via iterated LMI restriction. Zbl 1417.93162
Boyd, Stephen; Hast, Martin; Åström, Karl Johan
10
2016
Bounding duality gap for separable problems with linear constraints. Zbl 1351.90135
Udell, Madeleine; Boyd, Stephen
5
2016
Matrix-free convex optimization modeling. Zbl 1354.90092
Diamond, Steven; Boyd, Stephen
1
2016
Extensions of Gauss quadrature via linear programming. Zbl 1327.65049
Ryu, Ernest K.; Boyd, Stephen P.
13
2015
Metric selection in fast dual forward-backward splitting. Zbl 1330.49032
Giselsson, Pontus; Boyd, Stephen
9
2015
Approximate dynamic programming via iterated Bellman inequalities. Zbl 1317.93237
Wang, Yang; O’Donoghue, Brendan; Boyd, Stephen
4
2015
A perspective-based convex relaxation for switched-affine optimal control. Zbl 1325.93026
Moehle, Nicholas; Boyd, Stephen
4
2015
Linear models based on noisy data and the Frisch scheme. Zbl 1341.62166
Ning, Lipeng; Georgiou, Tryphon T.; Tannenbaum, Allen; Boyd, Stephen P.
2
2015
Optimal current waveforms for brushless permanent magnet motors. Zbl 1335.49063
Moehle, Nicholas; Boyd, Stephen
1
2015
Block splitting for distributed optimization. Zbl 1305.90291
Parikh, Neal; Boyd, Stephen
9
2014
Minimum-time speed optimisation over a fixed path. Zbl 1292.49035
Lipp, Thomas; Boyd, Stephen
4
2014
Quadratic approximate dynamic programming for input-affine systems. Zbl 1285.93103
Keshavarz, Arezou; Boyd, Stephen
2
2014
Nonconvex model predictive control for commercial refrigeration. Zbl 1278.93176
Hovgaard, Tobias Gybel; Boyd, Stephen; Larsen, Lars F. S.; Jørgensen, John Bagterp
2
2013
A distributed algorithm for fitting generalized additive models. Zbl 1294.65014
Chu, Eric; Keshavarz, Arezou; Boyd, Stephen
1
2013
CVXGEN: a code generator for embedded convex optimization. Zbl 1293.65095
Mattingley, Jacob; Boyd, Stephen
32
2012
Smoothed state estimates under abrupt changes using sum-of-norms regularization. Zbl 1238.93105
Ohlsson, Henrik; Gustafsson, Fredrik; Ljung, Lennart; Boyd, Stephen
7
2012
Receding horizon control: automatic generation of high-speed solvers. Zbl 1395.93207
Mattingley, Jacob; Wang, Yang; Boyd, Stephen
13
2011
Inferring stable genetic networks from steady-state data. Zbl 1235.93028
Zavlanos, Michael M.; Julius, A. Agung; Boyd, Stephen P.; Pappas, George J.
5
2011
Performance bounds and suboptimal policies for linear stochastic control via LMIs. Zbl 1227.93130
Wang, Yang; Boyd, Stephen
2
2011
Distributed optimization and statistical learning via the alternating direction method of multipliers. Zbl 1229.90122
Boyd, Stephen; Parikh, Neal; Chu, Eric; Peleato, Borja; Eckstein, Jonathan
989
2010
Design of affine controllers via convex optimization. Zbl 1368.93667
Skaf, Joëlle; Boyd, Stephen P.
20
2010
Automatic code generation for real-time convex optimization. Zbl 1211.90170
Mattingley, Jacob; Boyd, Stephen
11
2010
Segmentation of ARX-models using sum-of-norms regularization. Zbl 1191.93139
Ohlsson, Henrik; Ljung, Lennart; Boyd, Stephen
11
2010
Techniques for exploring the suboptimal set. Zbl 1273.65089
Skaf, Joëlle; Boyd, Stephen
5
2010
Shrinking-horizon dynamic programming. Zbl 1202.93176
Skaf, Joëlle; Boyd, Stephen; Zeevi, Assaf
4
2010
Mixed linear system estimation and identification. Zbl 1177.94081
Zymnis, Argyrios; Boyd, Stephen; Gorinevsky, Dimitry
2
2010
Sensor selection via convex optimization. Zbl 1391.90679
Joshi, Siddharth; Boyd, Stephen
46
2009
\(\ell_1\) trend filtering. Zbl 1171.37033
Kim, Seung-Jean; Koh, Kwangmoo; Boyd, Stephen; Gorinevsky, Dimitry
41
2009
Cutting-set methods for robust convex optimization with pessimizing oracles. Zbl 1173.90502
Mutapcic, Almir; Boyd, Stephen
26
2009
Convex piecewise-linear fitting. Zbl 1273.65086
Magnani, Alessandro; Boyd, Stephen P.
20
2009
Fastest mixing Markov chain on graphs with symmetries. Zbl 1189.05072
Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin
15
2009
Analysis and synthesis of state-feedback controllers with timing jitter. Zbl 1367.93218
Skaf, Joëlle; Boyd, Stephen
10
2009
Nonlinear Q-design for convex stochastic control. Zbl 1367.93219
Skaf, Joëlle; Boyd, Stephen
6
2009
Performance bounds for linear stochastic control. Zbl 1159.93356
Wang, Yang; Boyd, Stephen
6
2009
Optimal estimation of deterioration from diagnostic image sequence. Zbl 1391.94077
Gorinevsky, Dimitry; Kim, Seung-Jean; Beard, Shawn; Boyd, Stephen; Gordon, Grant
4
2009
Relaxed maximum a posteriori fault identification. Zbl 1161.94376
Zymnis, Argyrios; Boyd, Stephen; Gorinevsky, Dimitry
1
2009
Enhancing sparsity by reweighted \(\ell _{1}\) minimization. Zbl 1176.94014
Candès, Emmanuel J.; Wakin, Michael B.; Boyd, Stephen P.
319
2008
Graph implementations for nonsmooth convex programs. Zbl 1205.90223
Grant, Michael C.; Boyd, Stephen P.
221
2008
Minimizing effective resistance of a graph. Zbl 1134.05057
Ghosh, Arpita; Boyd, Stephen; Saberi, Amin
43
2008
Further relaxations of the semidefinite programming approach to sensor network localization. Zbl 1173.90498
Wang, Zizhuo; Zheng, Song; Ye, Yinyu; Boyd, Stephen
21
2008
Tractable approximate robust geometric programming. Zbl 1176.90399
Hsiung, Kan-Lin; Kim, Seung-Jean; Boyd, Stephen
8
2008
A minimax theorem with applications to machine learning, signal processing, and finance. Zbl 1175.90412
Kim, Seung-Jean; Boyd, Stephen
7
2008
Design of low-bandwidth spatially distributed feedback. Zbl 1367.93243
Gorinevsky, Dimitry; Boyd, Stephen; Stein, Gunter
6
2008
Robust beamforming via worst-case SINR maximization. Zbl 1390.94245
Kim, Seung-Jean; Magnani, Alessandro; Mutapcic, Almir; Boyd, Stephen P.; Luo, Zhi-Quan
1
2008
Filter design with low complexity coefficients. Zbl 1390.94414
Skaf, Joëlle; Boyd, Stephen P.
1
2008
Distributed average consensus with least-mean-square deviation. Zbl 1109.68019
Xiao, Lin; Boyd, Stephen; Kim, Seung-Jean
86
2007
A tutorial on geometric programming. Zbl 1178.90270
Boyd, Stephen; Kim, Seung-Jean; Vandenberghe, Lieven; Hassibi, Arash
61
2007
Portfolio optimization with linear and fixed transaction costs. Zbl 1132.91474
Lobo, Miguel Sousa; Fazel, Maryam; Boyd, Stephen
54
2007
An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092
Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen
48
2007
Generalized Chebyshev bounds via semidefinite programming. Zbl 1151.90512
Vandenberghe, Lieven; Boyd, Stephen; Comanor, Katherine
25
2007
A heuristic for optimizing stochastic activity networks with applications to statistical digital circuit sizing. Zbl 1176.90083
Kim, Seung-Jean; Boyd, Stephen P.; Yun, Sunghee; Patil, Dinesh D.; Horowitz, Mark A.
4
2007
Randomized gossip algorithms. Zbl 1283.94005
Boyd, Stephen P.; Ghosh, Arpita; Prabhakar, Balaji; Shah, Devavrat
144
2006
Extending scope of robust optimization: comprehensive robust counterparts of uncertain problems. Zbl 1134.90042
Ben-Tal, Aharon; Boyd, Stephen; Nemirovski, Arkadi
42
2006
Disciplined convex programming. Zbl 1130.90382
Grant, Michael; Boyd, Stephen; Ye, Yinyu
42
2006
Optimal scaling of a gradient method for distributed resource allocation. Zbl 1330.90136
Xiao, L.; Boyd, S.
26
2006
The fastest mixing Markov process on a graph and a connecting to a maximum variance unfolding problem. Zbl 1109.60324
Sun, Jun; Boyd, Stephen; Xiao, Lin; Diaconis, Persi
22
2006
Fastest mixing Markov chain on a path. Zbl 1135.60046
Boyd, Stephen; Diaconis, Persi; Sun, Jun; Xiao, Lin
10
2006
Convex optimization of graph Laplacian eigenvalues. Zbl 1100.05063
Boyd, Stephen
9
2006
Upper bounds on algebraic connectivity via convex optimization. Zbl 1105.05045
Ghosh, Arpita; Boyd, Stephen
5
2006
Optimization-based design and implementation of multidimensional zero-phase IIR filters. Zbl 1374.93344
Gorinevsky, Dimitry; Boyd, Stephen
1
2006
Piecewise-affine state feedback for piecewise-affine slab systems using convex optimization. Zbl 1129.93401
Rodrigues, Luis; Boyd, Stephen
32
2005
Least-squares covariance matrix adjustment. Zbl 1099.65039
Boyd, Stephen; Xiao, Lin
31
2005
Digital circuit optimization via geometric programming. Zbl 1165.90655
Boyd, Stephen P.; Kim, Seung-Jean; Patil, Dinesh D.; Horowitz, Mark A.
25
2005
Symmetry analysis of reversible Markov chains. Zbl 1087.60057
Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin
16
2005
Robust minimum variance beamforming. Zbl 1370.78279
Lorenz, Robert G.; Boyd, Stephen P.
7
2005
Joint optimization of wireless communication and networked control systems. Zbl 1112.94302
Xiao, Lin; Johansson, Mikael; Hindi, Haitham; Boyd, Stephen; Goldsmith, Andrea
2
2005
Convex optimization. Zbl 1058.90049
Boyd, Stephen; Vandenberghe, Lieven
2004
Fast linear iterations for distributed averaging. Zbl 1157.90347
Xiao, Lin; Boyd, Stephen
216
2004
Fastest mixing Markov chain on a graph. Zbl 1063.60102
Boyd, Stephen; Diaconis, Persi; Xiao, Lin
58
2004
Geometric programming duals of channel capacity and rate distortion. Zbl 1288.94032
Chiang, Mung; Boyd, Stephen P.
13
2004
Iterative water-filling for Gaussian vector multiple-access channels. Zbl 1301.94059
Yu, Wei; Rhee, Wonjong; Boyd, Stephen P.; Cioffi, John M.
8
2004
Near-optimal depth-constrained codes. Zbl 1309.94122
Gupta, Pankaj; Prabhakar, Balaji; Boyd, Stephen P.
1
2004
Joint optimization of communication rates and linear systems. Zbl 1364.90099
Xiao, Lin; Johansson, Mikael; Hindi, Haitham; Boyd, Stephen; Goldsmith, Andrea
7
2003
Applications of semidefinite programming. Zbl 0956.90031
Vandenberghe, Lieven; Boyd, Stephen
23
1999
FIR filter design via spectral factorization and convex optimization. Zbl 0963.93026
Wu, Shao-Po; Boyd, Stephen; Vandenberghe, Lieven
7
1999
...and 29 more Documents
all top 5

Cited by 12,974 Authors

103 Park, Juhyun (Jessie)
69 Boyd, Stephen Poythress
66 Kwon, O. M.
63 Lam, James
55 Cao, Jinde
52 Wang, Zidong
48 Xu, Shengyuan
41 Shi, Peng
38 Yuan, Xiaoming
38 Zhong, Shou-Ming
33 Lien, Chang-Hua
30 Vũ Ngoc Phát
28 Wu, Huaining
27 Mahmoud, Magdi Sadik Mostafa
26 Gao, Huijun
26 Jeyakumar, Vaithilingam
26 Peres, Pedro L. D.
25 Feng, Gang
25 Geromel, Jose Claudio
24 Huang, Tingwen
24 Karimi, Hamid Reza
23 Cha, E. J.
23 Chen, Jein-Shan
23 Kogan, Mark Mikhailovich
23 Lasserre, Jean-Bernard
22 Balasubramaniam, Pagavathigounder
22 Chen, Guanrong
22 Khlebnikov, Mikhail Vladimirovich
21 Morari, Manfred
21 Oliveira, Ricardo C. L. F.
21 Yu, Ker-Wei
20 Duan, Zhisheng
20 Han, Deren
20 Teo, Kok Lay
19 Balandin, Dmitriĭ Vladimirovich
19 Chesi, Graziano
19 Liang, Jinling
19 Pan, Shaohua
19 Shaked, Uri
19 Terlaky, Tamás
19 Wang, Long
18 Anderson, Brian David Outram
18 Bai, Yanqin
18 Bertsimas, Dimitris John
18 Li, Chuandong
18 Li, Duan
18 Ma, Shiqian
18 Park, PooGyeon
18 Yang, Guanghong
17 Billings, Stephen A.
17 Han, Qinglong
17 Ho, Daniel W. C.
17 Huang, Ting-Zhu
17 Li, Guoyin
17 Liao, Xiaofeng
17 Liu, Xiaohui
17 Liu, Xinzhi
17 Parrilo, Pablo A.
17 Polyak, Boris Teodorovich
17 Shorten, Robert N.
17 Xie, Lihua
17 Xiu, Naihua
17 Zhang, Shuzhong
17 Zhu, Quanxin
16 Ahn, Choon Ki
16 Daafouz, Jamal
16 Diehl, Moritz Mathias
16 Edwards, Christopher
16 Goulart, Paul J.
16 Kar, Haranath
16 Kouvaritakis, Basil A.
16 Kuhn, Daniel
15 Apkarian, Pierre
15 Chen, Jenq-Der
15 He, Bingsheng
15 Henrion, Didier
15 Li, Xiaodi
15 Liu, Sanyang
15 Niamsup, Piyapong
15 Šiljak, Dragoslav D.
15 Singh, Vimal Pratap
15 Tran Dinh Quoc
15 Zeng, Tie Yong
14 de Oliveira, Maurício Carvalho
14 He, Yong
14 Jia, Yingmin
14 Packard, Andrew K.
14 Pang, Liping
14 Rodrigues, Luis Henrique
14 Vandenberghe, Lieven
14 Wang, Qingguo
14 Zhang, Liwei
13 Chi, Xiaoni
13 Huang, He
13 Lou, Yifei
13 Noll, Dominikus
13 Rakkiyappan, Rajan
13 Rustem, Berc
13 Sugiyama, Masashi
13 Suykens, Johan A. K.
...and 12,874 more Authors
all top 5

Cited in 593 Serials

788 Automatica
291 Systems & Control Letters
273 International Journal of Robust and Nonlinear Control
262 Journal of the Franklin Institute
261 International Journal of Control
222 Mathematical Programming. Series A. Series B
211 Journal of Optimization Theory and Applications
205 Mathematical Problems in Engineering
155 Computational Optimization and Applications
154 Applied Mathematics and Computation
130 European Journal of Operational Research
130 SIAM Journal on Optimization
129 Journal of Global Optimization
121 Linear Algebra and its Applications
114 Automation and Remote Control
110 Nonlinear Dynamics
94 Circuits, Systems, and Signal Processing
93 European Journal of Control
91 Information Sciences
88 Optimization Letters
85 Journal of Computational and Applied Mathematics
85 Asian Journal of Control
77 Machine Learning
76 Optimization Methods & Software
72 Neural Networks
71 International Journal of Systems Science
70 Journal of Scientific Computing
68 International Journal of Systems Science. Principles and Applications of Systems and Integration
67 Chaos, Solitons and Fractals
65 Nonlinear Analysis. Hybrid Systems
64 Journal of Machine Learning Research (JMLR)
64 SIAM Journal on Imaging Sciences
63 SIAM Journal on Scientific Computing
61 The Annals of Statistics
60 Fuzzy Sets and Systems
57 Neural Computation
57 Computational Statistics and Data Analysis
56 SIAM Journal on Control and Optimization
54 International Journal of Adaptive Control and Signal Processing
54 Abstract and Applied Analysis
49 Inverse Problems
49 Optimal Control Applications & Methods
49 Advances in Difference Equations
45 Journal of Mathematical Imaging and Vision
42 Operations Research Letters
42 Optimization
42 Pattern Recognition
42 Electronic Journal of Statistics
40 Annals of Operations Research
40 Journal of Industrial and Management Optimization
39 Signal Processing
39 Multidimensional Systems and Signal Processing
39 Applied Mathematical Modelling
37 International Journal of Applied Mathematics and Computer Science
37 Optimization and Engineering
34 Numerical Algorithms
33 Computer Methods in Applied Mechanics and Engineering
33 Physics Letters. A
32 Journal of Computational Physics
32 International Journal of Computer Vision
32 Complexity
31 Kybernetika
30 Chaos
29 SIAM Journal on Matrix Analysis and Applications
28 Journal of Mathematical Analysis and Applications
28 Journal of the American Statistical Association
28 Applied and Computational Harmonic Analysis
28 Mathematical Methods of Operations Research
27 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
26 Theoretical Computer Science
26 Journal of Control Theory and Applications
25 Journal of Systems Science and Complexity
25 Journal of Applied Mathematics
24 Computers & Mathematics with Applications
24 Discrete Applied Mathematics
24 Journal of Multivariate Analysis
24 Communications in Nonlinear Science and Numerical Simulation
24 Statistics and Computing
23 INFORMS Journal on Computing
23 Journal of the Operations Research Society of China
22 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
22 Operations Research
22 Journal of Vibration and Control
22 The Annals of Applied Statistics
22 Mathematical Programming Computation
21 Applied Numerical Mathematics
21 Discrete Dynamics in Nature and Society
20 Journal of Control Science and Engineering
19 Computers & Operations Research
19 Advances in Computational Mathematics
19 Foundations of Computational Mathematics
18 Mathematics and Computers in Simulation
18 International Journal of Computer Mathematics
18 Computational and Applied Mathematics
18 Journal of Inequalities and Applications
18 Inverse Problems and Imaging
17 BIT
17 Mathematics of Operations Research
17 Numerische Mathematik
17 Journal of Mathematical Sciences (New York)
...and 493 more Serials
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Cited in 61 Fields

3,942 Systems theory; control (93-XX)
3,012 Operations research, mathematical programming (90-XX)
1,206 Numerical analysis (65-XX)
1,146 Computer science (68-XX)
851 Statistics (62-XX)
638 Information and communication theory, circuits (94-XX)
616 Calculus of variations and optimal control; optimization (49-XX)
575 Ordinary differential equations (34-XX)
469 Linear and multilinear algebra; matrix theory (15-XX)
432 Biology and other natural sciences (92-XX)
398 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
357 Probability theory and stochastic processes (60-XX)
210 Combinatorics (05-XX)
185 Dynamical systems and ergodic theory (37-XX)
155 Operator theory (47-XX)
116 Partial differential equations (35-XX)
111 Quantum theory (81-XX)
99 Convex and discrete geometry (52-XX)
97 Mechanics of deformable solids (74-XX)
81 Functional analysis (46-XX)
80 Mechanics of particles and systems (70-XX)
54 Real functions (26-XX)
53 Algebraic geometry (14-XX)
49 Fluid mechanics (76-XX)
47 Harmonic analysis on Euclidean spaces (42-XX)
38 Approximations and expansions (41-XX)
34 Statistical mechanics, structure of matter (82-XX)
33 Optics, electromagnetic theory (78-XX)
26 Commutative algebra (13-XX)
26 Functions of a complex variable (30-XX)
25 Difference and functional equations (39-XX)
21 Mathematical logic and foundations (03-XX)
20 Number theory (11-XX)
15 Geophysics (86-XX)
14 Integral transforms, operational calculus (44-XX)
14 Differential geometry (53-XX)
13 Field theory and polynomials (12-XX)
13 Global analysis, analysis on manifolds (58-XX)
12 Geometry (51-XX)
11 History and biography (01-XX)
10 Nonassociative rings and algebras (17-XX)
10 Integral equations (45-XX)
9 Order, lattices, ordered algebraic structures (06-XX)
9 Group theory and generalizations (20-XX)
9 Classical thermodynamics, heat transfer (80-XX)
8 Several complex variables and analytic spaces (32-XX)
8 Special functions (33-XX)
6 General and overarching topics; collections (00-XX)
6 Associative rings and algebras (16-XX)
6 General topology (54-XX)
6 Relativity and gravitational theory (83-XX)
5 Abstract harmonic analysis (43-XX)
5 Manifolds and cell complexes (57-XX)
5 Astronomy and astrophysics (85-XX)
4 Topological groups, Lie groups (22-XX)
4 Measure and integration (28-XX)
4 Potential theory (31-XX)
3 Algebraic topology (55-XX)
2 General algebraic systems (08-XX)
2 Sequences, series, summability (40-XX)
1 Mathematics education (97-XX)

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