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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/
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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 Barratt, Shane
5 Diaconis, Persi Warren
4 Wang, Yang
3 Agrawal, Akshay
3 Angeris, Guillermo
3 Barratt, Craig H.
3 Bemporad, Alberto
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 Balemi, Silvano
2 Banjac, Goran
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 Tuck, Jonathan E.
2 Udell, Madeleine
2 Ungun, Barıṣ
2 Xing, Lei
2 Yang, Qinping
2 Ye, Yinyu
2 Zhang, Junzi
2 Zymnis, Argyrios
1 Ali, Alnur
1 Ang, Andrew
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.
...and 49 more Co-Authors
all top 5

Serials

12 Optimization and Engineering
10 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
3 Foundations and Trends in Machine Learning
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 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 Statistics and Computing
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

133 Publications have been cited 11,215 times in 9,633 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
2010
Semidefinite programming. Zbl 0845.65023
Vandenberghe, Lieven; Boyd, Stephen
640
1996
Applications of second-order cone programming. Zbl 0946.90050
Lobo, Miguel Sousa; Vandenberghe, Lieven; Boyd, Stephen; Lebret, Hervé
365
1998
Enhancing sparsity by reweighted \(\ell _{1}\) minimization. Zbl 1176.94014
Candès, Emmanuel J.; Wakin, Michael B.; Boyd, Stephen P.
345
2008
Graph implementations for nonsmooth convex programs. Zbl 1205.90223
Grant, Michael C.; Boyd, Stephen P.
244
2008
Fast linear iterations for distributed averaging. Zbl 1157.90347
Xiao, Lin; Boyd, Stephen
220
2004
Randomized gossip algorithms. Zbl 1283.94005
Boyd, Stephen P.; Ghosh, Arpita; Prabhakar, Balaji; Shah, Devavrat
156
2006
Linear controller design. Limits of performance. Zbl 0748.93003
Boyd, Stephen P.; Barratt, Craig H.
120
1991
Fading memory and the problem of approximating nonlinear operators with Volterra series. Zbl 0587.93028
Boyd, Stephen; Chua, Leon O.
116
1985
A differential equation for modeling Nesterov’s accelerated gradient method: theory and insights. Zbl 1391.90667
Su, Weijie; Boyd, Stephen; Candès, Emmanuel J.
104
2016
Distributed average consensus with least-mean-square deviation. Zbl 1109.68019
Xiao, Lin; Boyd, Stephen; Kim, Seung-Jean
89
2007
Determinant maximization with linear matrix inequality constraints. Zbl 0959.90039
Vandenberghe, Lieven; Boyd, Stephen; Wu, Shao-Po
72
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.
70
1989
A tutorial on geometric programming. Zbl 1178.90270
Boyd, Stephen; Kim, Seung-Jean; Vandenberghe, Lieven; Hassibi, Arash
69
2007
Fastest mixing Markov chain on a graph. Zbl 1063.60102
Boyd, Stephen; Diaconis, Persi; Xiao, Lin
63
2004
CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008
Diamond, Steven; Boyd, Stephen
59
2016
Portfolio optimization with linear and fixed transaction costs. Zbl 1132.91474
Lobo, Miguel Sousa; Fazel, Maryam; Boyd, Stephen
58
2007
\(\ell_1\) trend filtering. Zbl 1171.37033
Kim, Seung-Jean; Koh, Kwangmoo; Boyd, Stephen; Gorinevsky, Dimitry
56
2009
An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092
Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen
51
2007
Sensor selection via convex optimization. Zbl 1391.90679
Joshi, Siddharth; Boyd, Stephen
50
2009
Minimizing effective resistance of a graph. Zbl 1134.05057
Ghosh, Arpita; Boyd, Stephen; Saberi, Amin
50
2008
Disciplined convex programming. Zbl 1130.90382
Grant, Michael; Boyd, Stephen; Ye, Yinyu
49
2006
Conic optimization via operator splitting and homogeneous self-dual embedding. Zbl 1342.90136
O’Donoghue, Brendan; Chu, Eric; Parikh, Neal; Boyd, Stephen
48
2016
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.
44
1990
Extending scope of robust optimization: comprehensive robust counterparts of uncertain problems. Zbl 1134.90042
Ben-Tal, Aharon; Boyd, Stephen; Nemirovski, Arkadi
43
2006
Method of centers for minimizing generalized eigenvalues. Zbl 0781.65051
Boyd, Stephen; El Ghaoui, Laurent
39
1993
A primer on monotone operator methods. Zbl 1342.47066
Ryu, Ernest K.; Boyd, Stephen
35
2016
CVXGEN: a code generator for embedded convex optimization. Zbl 1293.65095
Mattingley, Jacob; Boyd, Stephen
34
2012
Linear convergence and metric selection for Douglas-Rachford splitting and ADMM. Zbl 1364.90256
Giselsson, Pontus; Boyd, Stephen
34
2017
Piecewise-affine state feedback for piecewise-affine slab systems using convex optimization. Zbl 1129.93401
Rodrigues, Luis; Boyd, Stephen
34
2005
Structured and simultaneous Lyapunov functions for system stability problems. Zbl 0683.93057
Boyd, Stephen; Yang, Qinping
33
1989
A primal-dual potential reduction method for problems involving matrix inequalities. Zbl 0857.90104
Vandenberghe, Lieven; Boyd, Stephen
33
1995
Least-squares covariance matrix adjustment. Zbl 1099.65039
Boyd, Stephen; Xiao, Lin
32
2005
Optimal scaling of a gradient method for distributed resource allocation. Zbl 1330.90136
Xiao, L.; Boyd, S.
30
2006
Generalized low rank models. Zbl 1350.68221
Udell, Madeleine; Horn, Corinne; Zadeh, Reza; Boyd, Stephen
28
2016
Generalized Chebyshev bounds via semidefinite programming. Zbl 1151.90512
Vandenberghe, Lieven; Boyd, Stephen; Comanor, Katherine
27
2007
Set-membership identification of systems with parametric and nonparametric uncertainty. Zbl 0767.93016
Kosut, Robert L.; Lau, Ming K.; Boyd, Stephen P.
26
1992
Cutting-set methods for robust convex optimization with pessimizing oracles. Zbl 1173.90502
Mutapcic, Almir; Boyd, Stephen
26
2009
Digital circuit optimization via geometric programming. Zbl 1165.90655
Boyd, Stephen P.; Kim, Seung-Jean; Patil, Dinesh D.; Horowitz, Mark A.
26
2005
Applications of semidefinite programming. Zbl 0956.90031
Vandenberghe, Lieven; Boyd, Stephen
26
1999
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
24
2006
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
Further relaxations of the semidefinite programming approach to sensor network localization. Zbl 1173.90498
Wang, Zizhuo; Zheng, Song; Ye, Yinyu; Boyd, Stephen
22
2008
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.
22
1988
Analytical foundations of Volterra series. Zbl 0668.93042
Boyd, Stephen; Chua, L. O.; Desoer, C. A.
21
1984
Convex piecewise-linear fitting. Zbl 1273.65086
Magnani, Alessandro; Boyd, Stephen P.
21
2009
Design of affine controllers via convex optimization. Zbl 1368.93667
Skaf, Joëlle; Boyd, Stephen P.
20
2010
On parameter convergence in adaptive control. Zbl 0542.93038
Boyd, S.; Sastry, S.
18
1983
Variations and extension of the convex-concave procedure. Zbl 1364.90260
Lipp, Thomas; Boyd, Stephen
17
2016
Fastest mixing Markov chain on graphs with symmetries. Zbl 1189.05072
Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin
17
2009
Symmetry analysis of reversible Markov chains. Zbl 1087.60057
Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin
17
2005
Extensions of Gauss quadrature via linear programming. Zbl 1327.65049
Ryu, Ernest K.; Boyd, Stephen P.
16
2015
Measuring Volterra kernels. Zbl 0518.93058
Boyd, Stephen; Tang, Y. S.; Chua, Leon O.
15
1983
OSQP: an operator splitting solver for quadratic programs. Zbl 1452.90236
Stellato, Bartolomeo; Banjac, Goran; Goulart, Paul; Bemporad, Alberto; Boyd, Stephen
15
2020
Infeasibility detection in the alternating direction method of multipliers for convex optimization. Zbl 1429.90050
Banjac, Goran; Goulart, Paul; Stellato, Bartolomeo; Boyd, Stephen
13
2019
Receding horizon control: automatic generation of high-speed solvers. Zbl 1395.93207
Mattingley, Jacob; Wang, Yang; Boyd, Stephen
13
2011
Block splitting for distributed optimization. Zbl 1305.90291
Parikh, Neal; Boyd, Stephen
13
2014
Geometric programming duals of channel capacity and rate distortion. Zbl 1288.94032
Chiang, Mung; Boyd, Stephen P.
13
2004
Introduction to applied linear algebra. Vectors, matrices, and least squares. Zbl 1406.15001
Boyd, Stephen; Vandenberghe, Lieven
12
2018
Fastest mixing Markov chain on a path. Zbl 1135.60046
Boyd, Stephen; Diaconis, Persi; Sun, Jun; Xiao, Lin
12
2006
Segmentation of ARX-models using sum-of-norms regularization. Zbl 1191.93139
Ohlsson, Henrik; Ljung, Lennart; Boyd, Stephen
12
2010
Analysis and synthesis of state-feedback controllers with timing jitter. Zbl 1367.93218
Skaf, Joëlle; Boyd, Stephen
11
2009
Automatic code generation for real-time convex optimization. Zbl 1211.90170
Mattingley, Jacob; Boyd, Stephen
11
2010
MIMO PID tuning via iterated LMI restriction. Zbl 1417.93162
Boyd, Stephen; Hast, Martin; Åström, Karl Johan
11
2016
Metric selection in fast dual forward-backward splitting. Zbl 1330.49032
Giselsson, Pontus; Boyd, Stephen
10
2015
Comparison of peak and RMS gains for discrete-time systems. Zbl 0644.93050
Boyd, Stephen; Doyle, John
10
1987
Convex optimization of graph Laplacian eigenvalues. Zbl 1100.05063
Boyd, Stephen
9
2006
Tractable approximate robust geometric programming. Zbl 1176.90399
Hsiung, Kan-Lin; Kim, Seung-Jean; Boyd, Stephen
8
2008
Smoothed state estimates under abrupt changes using sum-of-norms regularization. Zbl 1238.93105
Ohlsson, Henrik; Gustafsson, Fredrik; Ljung, Lennart; Boyd, Stephen
8
2012
Obstacle collision detection using best ellipsoid fit. Zbl 1067.68775
Rimon, Elon; Boyd, Stephen P.
8
1997
Global optimization in control system analysis and design. Zbl 0795.93040
Balakrishnan, Venkataramanan; Boyd, Stephen
8
1992
Iterative water-filling for Gaussian vector multiple-access channels. Zbl 1301.94059
Yu, Wei; Rhee, Wonjong; Boyd, Stephen P.; Cioffi, John M.
8
2004
Robust minimum variance beamforming. Zbl 1370.78279
Lorenz, Robert G.; Boyd, Stephen P.
8
2005
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
Design of low-bandwidth spatially distributed feedback. Zbl 1367.93243
Gorinevsky, Dimitry; Boyd, Stephen; Stein, Gunter
7
2008
FIR filter design via spectral factorization and convex optimization. Zbl 0963.93026
Wu, Shao-Po; Boyd, Stephen; Vandenberghe, Lieven
7
1999
A minimax theorem with applications to machine learning, signal processing, and finance. Zbl 1175.90412
Kim, Seung-Jean; Boyd, Stephen
7
2008
Anderson accelerated Douglas-Rachford splitting. Zbl 1458.90511
Fu, Anqi; Zhang, Junzi; Boyd, Stephen
7
2020
Fitting jump models. Zbl 1406.93315
Bemporad, Alberto; Breschi, Valentina; Piga, Dario; Boyd, Stephen P.
6
2018
Parameter selection and preconditioning for a graph form solver. Zbl 1407.93126
Fougner, Christopher; Boyd, Stephen
6
2018
Bounding duality gap for separable problems with linear constraints. Zbl 1351.90135
Udell, Madeleine; Boyd, Stephen
6
2016
Nonlinear Q-design for convex stochastic control. Zbl 1367.93219
Skaf, Joëlle; Boyd, Stephen
6
2009
Approximate dynamic programming via iterated Bellman inequalities. Zbl 1317.93237
Wang, Yang; O’Donoghue, Brendan; Boyd, Stephen
6
2015
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
Techniques for exploring the suboptimal set. Zbl 1273.65089
Skaf, Joëlle; Boyd, Stephen
6
2010
Upper bounds on algebraic connectivity via convex optimization. Zbl 1105.05045
Ghosh, Arpita; Boyd, Stephen
5
2006
On computing the worst-case peak gain of linear systems. Zbl 0778.93072
Balakrishnan, V.; Boyd, S.
5
1992
Optimal estimation of deterioration from diagnostic image sequence. Zbl 1391.94077
Gorinevsky, Dimitry; Kim, Seung-Jean; Beard, Shawn; Boyd, Stephen; Gordon, Grant
5
2009
Uniqueness of a basic nonlinear structure. Zbl 0546.93036
Boyd, Stephen; Chua, Leon O.
5
1983
Greedy Gaussian segmentation of multivariate time series. Zbl 1459.62170
Hallac, David; Nystrup, Peter; Boyd, Stephen
4
2019
A general system for heuristic minimization of convex functions over non-convex sets. Zbl 1386.90182
Diamond, S.; Takapoui, R.; Boyd, S.
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
Multi-period portfolio selection with drawdown control. Zbl 1430.91088
Nystrup, Peter; Boyd, Stephen; Lindström, Erik; Madsen, Henrik
4
2019
Minimum-time speed optimisation over a fixed path. Zbl 1292.49035
Lipp, Thomas; Boyd, Stephen
4
2014
A perspective-based convex relaxation for switched-affine optimal control. Zbl 1325.93026
Moehle, Nicholas; Boyd, Stephen
4
2015
Shrinking-horizon dynamic programming. Zbl 1202.93176
Skaf, Joëlle; Boyd, Stephen; Zeevi, Assaf
4
2010
A distributed method for fitting Laplacian regularized stratified models. Zbl 07370577
Tuck, Jonathan; Barratt, Shane; Boyd, Stephen
1
2021
OSQP: an operator splitting solver for quadratic programs. Zbl 1452.90236
Stellato, Bartolomeo; Banjac, Goran; Goulart, Paul; Bemporad, Alberto; Boyd, Stephen
15
2020
Anderson accelerated Douglas-Rachford splitting. Zbl 1458.90511
Fu, Anqi; Zhang, Junzi; Boyd, Stephen
7
2020
Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations. Zbl 07284421
Zhang, Junzi; O’Donoghue, Brendan; Boyd, Stephen
4
2020
A simple effective heuristic for embedded mixed-integer quadratic programming. Zbl 1434.90117
Takapoui, Reza; Moehle, Nicholas; Boyd, Stephen; Bemporad, Alberto
3
2020
Disciplined quasiconvex programming. Zbl 1459.90148
Agrawal, Akshay; Boyd, Stephen
2
2020
Infeasibility detection in the alternating direction method of multipliers for convex optimization. Zbl 1429.90050
Banjac, Goran; Goulart, Paul; Stellato, Bartolomeo; Boyd, Stephen
13
2019
Greedy Gaussian segmentation of multivariate time series. Zbl 1459.62170
Hallac, David; Nystrup, Peter; Boyd, Stephen
4
2019
Multi-period portfolio selection with drawdown control. Zbl 1430.91088
Nystrup, Peter; Boyd, Stephen; Lindström, Erik; Madsen, Henrik
4
2019
Disciplined geometric programming. Zbl 1425.90078
Agrawal, Akshay; Diamond, Steven; Boyd, Stephen
2
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
Dynamic energy management. Zbl 1446.90158
Moehle, Nicholas; Busseti, Enzo; Boyd, Stephen; Wytock, Matt
1
2019
Real-time radiation treatment planning with optimality guarantees via cluster and bound methods. Zbl 07283441
Ungun, Baris; Xing, Lei; Boyd, Stephen
1
2019
Introduction to applied linear algebra. Vectors, matrices, and least squares. Zbl 1406.15001
Boyd, Stephen; Vandenberghe, Lieven
12
2018
Fitting jump models. Zbl 1406.93315
Bemporad, Alberto; Breschi, Valentina; Piga, Dario; Boyd, Stephen P.
6
2018
Parameter selection and preconditioning for a graph form solver. Zbl 1407.93126
Fougner, Christopher; Boyd, Stephen
6
2018
A general system for heuristic minimization of convex functions over non-convex sets. Zbl 1386.90182
Diamond, S.; Takapoui, R.; Boyd, S.
4
2018
A semidefinite programming method for integer convex quadratic minimization. Zbl 1401.90131
Park, Jaehyun; Boyd, Stephen
3
2018
Saturating splines and feature selection. Zbl 1473.62248
Boyd, Nicholas; Hastie, Trevor; Boyd, Stephen; Recht, Benjamin; Jordan, Michael I.
1
2018
Linear convergence and metric selection for Douglas-Rachford splitting and ADMM. Zbl 1364.90256
Giselsson, Pontus; Boyd, Stephen
34
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
2
2017
A differential equation for modeling Nesterov’s accelerated gradient method: theory and insights. Zbl 1391.90667
Su, Weijie; Boyd, Stephen; Candès, Emmanuel J.
104
2016
CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008
Diamond, Steven; Boyd, Stephen
59
2016
Conic optimization via operator splitting and homogeneous self-dual embedding. Zbl 1342.90136
O’Donoghue, Brendan; Chu, Eric; Parikh, Neal; Boyd, Stephen
48
2016
A primer on monotone operator methods. Zbl 1342.47066
Ryu, Ernest K.; Boyd, Stephen
35
2016
Generalized low rank models. Zbl 1350.68221
Udell, Madeleine; Horn, Corinne; Zadeh, Reza; Boyd, Stephen
28
2016
Variations and extension of the convex-concave procedure. Zbl 1364.90260
Lipp, Thomas; Boyd, Stephen
17
2016
MIMO PID tuning via iterated LMI restriction. Zbl 1417.93162
Boyd, Stephen; Hast, Martin; Åström, Karl Johan
11
2016
Bounding duality gap for separable problems with linear constraints. Zbl 1351.90135
Udell, Madeleine; Boyd, Stephen
6
2016
Matrix-free convex optimization modeling. Zbl 1354.90092
Diamond, Steven; Boyd, Stephen
3
2016
Extensions of Gauss quadrature via linear programming. Zbl 1327.65049
Ryu, Ernest K.; Boyd, Stephen P.
16
2015
Metric selection in fast dual forward-backward splitting. Zbl 1330.49032
Giselsson, Pontus; Boyd, Stephen
10
2015
Approximate dynamic programming via iterated Bellman inequalities. Zbl 1317.93237
Wang, Yang; O’Donoghue, Brendan; Boyd, Stephen
6
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
13
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
34
2012
Smoothed state estimates under abrupt changes using sum-of-norms regularization. Zbl 1238.93105
Ohlsson, Henrik; Gustafsson, Fredrik; Ljung, Lennart; Boyd, Stephen
8
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.
4
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
2010
Design of affine controllers via convex optimization. Zbl 1368.93667
Skaf, Joëlle; Boyd, Stephen P.
20
2010
Segmentation of ARX-models using sum-of-norms regularization. Zbl 1191.93139
Ohlsson, Henrik; Ljung, Lennart; Boyd, Stephen
12
2010
Automatic code generation for real-time convex optimization. Zbl 1211.90170
Mattingley, Jacob; Boyd, Stephen
11
2010
Techniques for exploring the suboptimal set. Zbl 1273.65089
Skaf, Joëlle; Boyd, Stephen
6
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
\(\ell_1\) trend filtering. Zbl 1171.37033
Kim, Seung-Jean; Koh, Kwangmoo; Boyd, Stephen; Gorinevsky, Dimitry
56
2009
Sensor selection via convex optimization. Zbl 1391.90679
Joshi, Siddharth; Boyd, Stephen
50
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.
21
2009
Fastest mixing Markov chain on graphs with symmetries. Zbl 1189.05072
Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin
17
2009
Analysis and synthesis of state-feedback controllers with timing jitter. Zbl 1367.93218
Skaf, Joëlle; Boyd, Stephen
11
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
5
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.
345
2008
Graph implementations for nonsmooth convex programs. Zbl 1205.90223
Grant, Michael C.; Boyd, Stephen P.
244
2008
Minimizing effective resistance of a graph. Zbl 1134.05057
Ghosh, Arpita; Boyd, Stephen; Saberi, Amin
50
2008
Further relaxations of the semidefinite programming approach to sensor network localization. Zbl 1173.90498
Wang, Zizhuo; Zheng, Song; Ye, Yinyu; Boyd, Stephen
22
2008
Tractable approximate robust geometric programming. Zbl 1176.90399
Hsiung, Kan-Lin; Kim, Seung-Jean; Boyd, Stephen
8
2008
Design of low-bandwidth spatially distributed feedback. Zbl 1367.93243
Gorinevsky, Dimitry; Boyd, Stephen; Stein, Gunter
7
2008
A minimax theorem with applications to machine learning, signal processing, and finance. Zbl 1175.90412
Kim, Seung-Jean; Boyd, Stephen
7
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
89
2007
A tutorial on geometric programming. Zbl 1178.90270
Boyd, Stephen; Kim, Seung-Jean; Vandenberghe, Lieven; Hassibi, Arash
69
2007
Portfolio optimization with linear and fixed transaction costs. Zbl 1132.91474
Lobo, Miguel Sousa; Fazel, Maryam; Boyd, Stephen
58
2007
An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092
Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen
51
2007
Generalized Chebyshev bounds via semidefinite programming. Zbl 1151.90512
Vandenberghe, Lieven; Boyd, Stephen; Comanor, Katherine
27
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
156
2006
Disciplined convex programming. Zbl 1130.90382
Grant, Michael; Boyd, Stephen; Ye, Yinyu
49
2006
Extending scope of robust optimization: comprehensive robust counterparts of uncertain problems. Zbl 1134.90042
Ben-Tal, Aharon; Boyd, Stephen; Nemirovski, Arkadi
43
2006
Optimal scaling of a gradient method for distributed resource allocation. Zbl 1330.90136
Xiao, L.; Boyd, S.
30
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
24
2006
Fastest mixing Markov chain on a path. Zbl 1135.60046
Boyd, Stephen; Diaconis, Persi; Sun, Jun; Xiao, Lin
12
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
34
2005
Least-squares covariance matrix adjustment. Zbl 1099.65039
Boyd, Stephen; Xiao, Lin
32
2005
Digital circuit optimization via geometric programming. Zbl 1165.90655
Boyd, Stephen P.; Kim, Seung-Jean; Patil, Dinesh D.; Horowitz, Mark A.
26
2005
Symmetry analysis of reversible Markov chains. Zbl 1087.60057
Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin
17
2005
Robust minimum variance beamforming. Zbl 1370.78279
Lorenz, Robert G.; Boyd, Stephen P.
8
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
220
2004
Fastest mixing Markov chain on a graph. Zbl 1063.60102
Boyd, Stephen; Diaconis, Persi; Xiao, Lin
63
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
...and 33 more Documents
all top 5

Cited by 14,154 Authors

104 Park, Juhyun (Jessie)
69 Boyd, Stephen Poythress
66 Kwon, O. M.
64 Lam, James
56 Wang, Zidong
55 Cao, Jinde
48 Xu, Shengyuan
43 Shi, Peng
42 Zhong, Shou-Ming
39 Yuan, Xiaoming
34 Lien, Chang-Hua
31 Vũ Ngoc Phát
29 Wu, Huaining
27 Peres, Pedro L. D.
26 Gao, Huijun
26 Jeyakumar, Vaithilingam
26 Khlebnikov, Mikhail Vladimirovich
26 Mahmoud, Magdi Sadik Mostafa
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 Chen, Guanrong
22 Morari, Manfred
21 Balasubramaniam, Pagavathigounder
21 Bertsimas, Dimitris John
21 Han, Deren
21 Oliveira, Ricardo C. L. F.
21 Yu, Ker-Wei
20 Duan, Zhisheng
20 Polyak, Boris Teodorovich
20 Teo, Kok Lay
20 Terlaky, Tamás
19 Balandin, Dmitriĭ Vladimirovich
19 Chesi, Graziano
19 Goulart, Paul J.
19 Li, Chuandong
19 Liang, Jinling
19 Pan, Shaohua
19 Park, PooGyeon
19 Shaked, Uri
19 Wang, Long
18 Anderson, Brian David Outram
18 Bai, Yanqin
18 Huang, Ting-Zhu
18 Li, Duan
18 Li, Guoyin
18 Ma, Shiqian
18 Parrilo, Pablo A.
18 Shorten, Robert N.
18 Yang, Guanghong
18 Zhang, Shuzhong
17 Attouch, Hedy
17 Billings, Stephen A.
17 Diehl, Moritz Mathias
17 Han, Qinglong
17 Ho, Daniel W. C.
17 Liao, Xiaofeng
17 Liu, Xiaohui
17 Liu, Xinzhi
17 Tran Dinh Quoc
17 Xie, Lihua
17 Xiu, Naihua
17 Zeng, Tie Yong
17 Zhu, Quanxin
16 Ahn, Choon Ki
16 Daafouz, Jamal
16 Edwards, Christopher
16 He, Bingsheng
16 Henrion, Didier
16 Kar, Haranath
16 Kouvaritakis, Basil A.
16 Kuhn, Daniel
16 Li, Xiaodi
15 Apkarian, Pierre
15 Chen, Jenq-Der
15 de Oliveira, Maurício Carvalho
15 Liu, Sanyang
15 Lou, Yifei
15 Niamsup, Piyapong
15 Pang, Liping
15 Šiljak, Dragoslav D.
15 Singh, Vimal Pratap
15 Toh, Kim Chuan
15 Vandenberghe, Lieven
15 Zhang, Liwei
14 Assunção, Edvaldo
14 Jia, Yingmin
14 Noll, Dominikus
14 Packard, Andrew Kelly
14 Rodrigues, Luis Henrique
14 Wang, Qingguo
14 Ye, Yinyu
13 Álamo, Teodoro
13 Bemporad, Alberto
13 Candès, Emmanuel J.
...and 14,054 more Authors
all top 5

Cited in 627 Serials

861 Automatica
298 Systems & Control Letters
283 International Journal of Control
281 Journal of the Franklin Institute
273 International Journal of Robust and Nonlinear Control
236 Mathematical Programming. Series A. Series B
219 Journal of Optimization Theory and Applications
204 Mathematical Problems in Engineering
164 Applied Mathematics and Computation
162 Computational Optimization and Applications
144 European Journal of Operational Research
139 SIAM Journal on Optimization
134 Journal of Global Optimization
124 Linear Algebra and its Applications
123 International Journal of Systems Science. Principles and Applications of Systems and Integration
120 Automation and Remote Control
110 Nonlinear Dynamics
106 Information Sciences
99 European Journal of Control
98 Circuits, Systems, and Signal Processing
92 Optimization Letters
89 Journal of Computational and Applied Mathematics
85 Asian Journal of Control
82 Machine Learning
78 Journal of Machine Learning Research (JMLR)
77 Neural Networks
76 Optimization Methods & Software
76 Nonlinear Analysis. Hybrid Systems
76 SIAM Journal on Imaging Sciences
74 Journal of Scientific Computing
71 International Journal of Systems Science
70 Chaos, Solitons and Fractals
69 SIAM Journal on Scientific Computing
66 The Annals of Statistics
64 Computational Statistics and Data Analysis
63 SIAM Journal on Control and Optimization
60 Fuzzy Sets and Systems
56 Neural Computation
54 International Journal of Adaptive Control and Signal Processing
54 Abstract and Applied Analysis
53 Inverse Problems
51 Advances in Difference Equations
50 Journal of Mathematical Imaging and Vision
50 Optimization and Engineering
49 Optimal Control Applications & Methods
47 Annals of Operations Research
45 Journal of Industrial and Management Optimization
44 Operations Research Letters
44 Optimization
44 Electronic Journal of Statistics
42 Pattern Recognition
42 International Journal of Computer Vision
41 Multidimensional Systems and Signal Processing
40 Applied Mathematical Modelling
39 Signal Processing
38 Computer Methods in Applied Mechanics and Engineering
38 Journal of Computational Physics
37 Numerical Algorithms
37 International Journal of Applied Mathematics and Computer Science
33 Physics Letters. A
33 SIAM Journal on Matrix Analysis and Applications
32 Complexity
31 Kybernetika
31 Journal of Computational and Graphical Statistics
30 Mathematical Methods of Operations Research
30 Chaos
30 Journal of Systems Science and Complexity
29 Journal of Mathematical Analysis and Applications
29 Applied and Computational Harmonic Analysis
29 Statistics and Computing
28 Journal of the American Statistical Association
27 Theoretical Computer Science
27 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
27 The Annals of Applied Statistics
26 Journal of Control Theory and Applications
26 Mathematical Programming Computation
26 Journal of the Operations Research Society of China
25 Journal of Multivariate Analysis
25 Communications in Nonlinear Science and Numerical Simulation
25 Journal of Applied Mathematics
24 Computers & Mathematics with Applications
24 Discrete Applied Mathematics
24 International Journal of Computer Mathematics
24 Journal of Inequalities and Applications
24 Inverse Problems and Imaging
23 Mathematics and Computers in Simulation
23 Operations Research
23 Computers & Operations Research
23 INFORMS Journal on Computing
23 SIAM Journal on Mathematics of Data Science
22 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
22 Applied Numerical Mathematics
22 Computational and Applied Mathematics
22 Journal of Vibration and Control
22 Foundations of Computational Mathematics
21 Mathematics of Operations Research
21 Discrete Dynamics in Nature and Society
20 Computational Statistics
20 Journal of Control Science and Engineering
19 Advances in Computational Mathematics
...and 527 more Serials
all top 5

Cited in 63 Fields

4,198 Systems theory; control (93-XX)
3,274 Operations research, mathematical programming (90-XX)
1,335 Numerical analysis (65-XX)
1,246 Computer science (68-XX)
1,004 Statistics (62-XX)
685 Information and communication theory, circuits (94-XX)
679 Calculus of variations and optimal control; optimization (49-XX)
592 Ordinary differential equations (34-XX)
499 Linear and multilinear algebra; matrix theory (15-XX)
451 Biology and other natural sciences (92-XX)
432 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
375 Probability theory and stochastic processes (60-XX)
230 Combinatorics (05-XX)
199 Dynamical systems and ergodic theory (37-XX)
174 Operator theory (47-XX)
140 Partial differential equations (35-XX)
120 Quantum theory (81-XX)
109 Convex and discrete geometry (52-XX)
108 Mechanics of deformable solids (74-XX)
89 Functional analysis (46-XX)
87 Mechanics of particles and systems (70-XX)
63 Real functions (26-XX)
60 Fluid mechanics (76-XX)
59 Algebraic geometry (14-XX)
52 Harmonic analysis on Euclidean spaces (42-XX)
44 Approximations and expansions (41-XX)
42 Statistical mechanics, structure of matter (82-XX)
37 Optics, electromagnetic theory (78-XX)
27 Commutative algebra (13-XX)
27 Functions of a complex variable (30-XX)
26 Difference and functional equations (39-XX)
23 Mathematical logic and foundations (03-XX)
20 Number theory (11-XX)
18 Differential geometry (53-XX)
17 Geophysics (86-XX)
15 Global analysis, analysis on manifolds (58-XX)
14 Field theory and polynomials (12-XX)
13 Integral transforms, operational calculus (44-XX)
13 Geometry (51-XX)
12 Integral equations (45-XX)
11 History and biography (01-XX)
11 Nonassociative rings and algebras (17-XX)
11 Group theory and generalizations (20-XX)
10 Classical thermodynamics, heat transfer (80-XX)
9 Several complex variables and analytic spaces (32-XX)
8 Order, lattices, ordered algebraic structures (06-XX)
8 Special functions (33-XX)
8 General topology (54-XX)
7 Relativity and gravitational theory (83-XX)
6 General and overarching topics; collections (00-XX)
6 Associative rings and algebras (16-XX)
6 Astronomy and astrophysics (85-XX)
5 Topological groups, Lie groups (22-XX)
5 Measure and integration (28-XX)
5 Abstract harmonic analysis (43-XX)
5 Manifolds and cell complexes (57-XX)
4 Potential theory (31-XX)
4 Algebraic topology (55-XX)
2 General algebraic systems (08-XX)
2 Sequences, series, summability (40-XX)
2 Mathematics education (97-XX)
1  (04-XX)
1 Category theory; homological algebra (18-XX)

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