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Boyd, Stephen Poythress

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 · GND · IdRef
all top 5

Co-Authors

1 single-authored
17 Barratt, Shane T.
17 Diamond, Steven
13 Agrawal, Akshay
11 Vandenberghe, Lieven
11 Xiao, Lin
10 Kim, Seung-Jean
9 Angeris, Guillermo
9 Balakrishnan, Venkataramanan
8 Moehle, Nicholas
7 Chua, Leon Ong
7 Skaf, Joëlle
6 Gorinevsky, Dimitry M.
6 Hallac, David
6 Luxenberg, Eric
6 Shen, Xinyue
6 Tuck, Jonathan E.
5 Diaconis, Persi Warren
4 Busseti, Enzo
4 Kochenderfer, Mykel J.
4 Leskovec, Jure
4 O’Donoghue, Brendan
4 Schiele, Philipp
4 Stellato, Bartolomeo
4 Udell, Madeleine
4 Vuckovic, Jelena
4 Wang, Yang
4 Zhang, Junzi
3 Ali, Alnur
3 Banjac, Goran
3 Barratt, Craig H.
3 Bemporad, Alberto
3 Candès, Emmanuel J.
3 Fu, Anqi
3 Ghosh, Arpita
3 Giselsson, Pontus
3 Koh, Kwangmoo
3 Lipp, Thomas
3 Luo, Zhi-Quan
3 Mattingley, Jacob
3 Nystrup, Peter
3 Parikh, Neal
3 Park, Jaehyun
3 Ryu, Ernest K.
3 Takapoui, Reza
3 Wu, Shao-Po
3 Xing, Lei
2 Ang, Andrew
2 Balemi, Silvano
2 Chitra, Tarun
2 Dong, Yining
2 Evans, Alex
2 Ghaoui, Laurent El
2 Goldsmith, Andrea J.
2 Goulart, Paul J.
2 Grant, Michael C.
2 Gu, Yuantao
2 Hastie, Trevor John
2 Hindi, Haitham A.
2 Horowitz, Mark A.
2 Johansson, Kasper
2 Johansson, Mikael
2 Kahn, Ronald N.
2 Keshavarz, Arezou
2 Ljung, Lennart
2 Lobo, Miguel Sousa
2 Magnani, Alessandro
2 Moursi, Walaa M.
2 Mutapcic, Almir
2 Nobel, Parth
2 Ohlsson, Henrik
2 Park, Youngsuk
2 Parrilo, Pablo A.
2 Parshakova, Tetiana
2 Patil, Dinesh D.
2 Prabhakar, Balaji
2 Sastry, S. Shankar
2 Schmelzer, Thomas
2 Sun, Jun
2 Ungun, Barıṣ
2 Wytock, Matt
2 Yang, Qinping
2 Ye, Yinyu
2 Zymnis, Argyrios
1 Amos, Brandon D.
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 Cao, Wen
1 Cheng, Ziheng
1 Chiang, Mung
1 Cioffi, John M.
1 Comanor, Katherine
1 Deriso, Dave
1 Desoer, Charles A.
1 Devanathan, Nikhil
1 Dhar, Sauptik
...and 110 more Co-Authors
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Serials

19 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
5 Optimization Letters
3 IEEE Transactions on Circuits and Systems
3 SIAM Journal on Matrix Analysis and Applications
3 Linear Algebra and its Applications
3 Optimization Methods & Software
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 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 Journal of Global Optimization
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 Engineering Optimization
1 Lecture Notes in Control and Information Sciences
1 SIAM Studies in Applied Mathematics
1 Advances in Data Analysis and Classification. ADAC
1 Foundations and Trends in Econometrics
1 Foundations and Trends in Signal Processing
1 Applied and Computational Mathematics
1 Journal of Computational and Graphical Statistics
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

139 Publications have been cited 14,350 times in 12,188 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
732
1996
Enhancing sparsity by reweighted \(\ell _{1}\) minimization. Zbl 1176.94014
Candès, Emmanuel J.; Wakin, Michael B.; Boyd, Stephen P.
465
2008
Applications of second-order cone programming. Zbl 0946.90050
Lobo, Miguel Sousa; Vandenberghe, Lieven; Boyd, Stephen; Lebret, Hervé
420
1998
Graph implementations for nonsmooth convex programs. Zbl 1205.90223
Grant, Michael C.; Boyd, Stephen P.
313
2008
Fast linear iterations for distributed averaging. Zbl 1157.90347
Xiao, Lin; Boyd, Stephen
250
2004
A differential equation for modeling Nesterov’s accelerated gradient method: theory and insights. Zbl 1391.90667
Su, Weijie; Boyd, Stephen; Candès, Emmanuel J.
192
2016
Randomized gossip algorithms. Zbl 1283.94005
Boyd, Stephen P.; Ghosh, Arpita; Prabhakar, Balaji; Shah, Devavrat
185
2006
Linear controller design. Limits of performance. Zbl 0748.93003
Boyd, Stephen P.; Barratt, Craig H.
140
1991
Fading memory and the problem of approximating nonlinear operators with Volterra series. Zbl 0587.93028
Boyd, Stephen; Chua, Leon O.
130
1985
CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008
Diamond, Steven; Boyd, Stephen
117
2016
Distributed average consensus with least-mean-square deviation. Zbl 1109.68019
Xiao, Lin; Boyd, Stephen; Kim, Seung-Jean
101
2007
\(\ell_1\) trend filtering. Zbl 1171.37033
Kim, Seung-Jean; Koh, Kwangmoo; Boyd, Stephen; Gorinevsky, Dimitry
89
2009
A tutorial on geometric programming. Zbl 1178.90270
Boyd, Stephen; Kim, Seung-Jean; Vandenberghe, Lieven; Hassibi, Arash
87
2007
Conic optimization via operator splitting and homogeneous self-dual embedding. Zbl 1342.90136
O’Donoghue, Brendan; Chu, Eric; Parikh, Neal; Boyd, Stephen
84
2016
Fastest mixing Markov chain on a graph. Zbl 1063.60102
Boyd, Stephen; Diaconis, Persi; Xiao, Lin
83
2004
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.
79
1989
Determinant maximization with linear matrix inequality constraints. Zbl 0959.90039
Vandenberghe, Lieven; Boyd, Stephen; Wu, Shao-Po
79
1998
Portfolio optimization with linear and fixed transaction costs. Zbl 1132.91474
Lobo, Miguel Sousa; Fazel, Maryam; Boyd, Stephen
73
2007
Minimizing effective resistance of a graph. Zbl 1134.05057
Ghosh, Arpita; Boyd, Stephen; Saberi, Amin
71
2008
Sensor selection via convex optimization. Zbl 1391.90679
Joshi, Siddharth; Boyd, Stephen
63
2009
Disciplined convex programming. Zbl 1130.90382
Grant, Michael; Boyd, Stephen; Ye, Yinyu
63
2006
An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092
Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen
59
2007
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.
58
1990
A primer on monotone operator methods. Zbl 1342.47066
Ryu, Ernest K.; Boyd, Stephen
58
2016
Extending scope of robust optimization: comprehensive robust counterparts of uncertain problems. Zbl 1134.90042
Ben-Tal, Aharon; Boyd, Stephen; Nemirovski, Arkadi
51
2006
Linear convergence and metric selection for Douglas-Rachford splitting and ADMM. Zbl 1364.90256
Giselsson, Pontus; Boyd, Stephen
48
2017
CVXGEN: a code generator for embedded convex optimization. Zbl 1293.65095
Mattingley, Jacob; Boyd, Stephen
47
2012
OSQP: an operator splitting solver for quadratic programs. Zbl 1452.90236
Stellato, Bartolomeo; Banjac, Goran; Goulart, Paul; Bemporad, Alberto; Boyd, Stephen
45
2020
Variations and extension of the convex-concave procedure. Zbl 1364.90260
Lipp, Thomas; Boyd, Stephen
42
2016
Piecewise-affine state feedback for piecewise-affine slab systems using convex optimization. Zbl 1129.93401
Rodrigues, Luis; Boyd, Stephen
41
2005
Optimal scaling of a gradient method for distributed resource allocation. Zbl 1330.90136
Xiao, L.; Boyd, S.
41
2006
Method of centers for minimizing generalized eigenvalues. Zbl 0781.65051
Boyd, Stephen; El Ghaoui, Laurent
40
1993
Generalized low rank models. Zbl 1350.68221
Udell, Madeleine; Horn, Corinne; Zadeh, Reza; Boyd, Stephen
39
2016
Least-squares covariance matrix adjustment. Zbl 1099.65039
Boyd, Stephen; Xiao, Lin
37
2005
Structured and simultaneous Lyapunov functions for system stability problems. Zbl 0683.93057
Boyd, Stephen; Yang, Qinping
35
1989
A primal-dual potential reduction method for problems involving matrix inequalities. Zbl 0857.90104
Vandenberghe, Lieven; Boyd, Stephen
34
1995
Digital circuit optimization via geometric programming. Zbl 1165.90655
Boyd, Stephen P.; Kim, Seung-Jean; Patil, Dinesh D.; Horowitz, Mark A.
34
2005
Applications of semidefinite programming. Zbl 0956.90031
Vandenberghe, Lieven; Boyd, Stephen
33
1999
Cutting-set methods for robust convex optimization with pessimizing oracles. Zbl 1173.90502
Mutapcic, Almir; Boyd, Stephen
33
2009
Generalized Chebyshev bounds via semidefinite programming. Zbl 1151.90512
Vandenberghe, Lieven; Boyd, Stephen; Comanor, Katherine
33
2007
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
28
2006
Set-membership identification of systems with parametric and nonparametric uncertainty. Zbl 0767.93016
Kosut, Robert L.; Lau, Ming K.; Boyd, Stephen P.
27
1992
Introduction to applied linear algebra. Vectors, matrices, and least squares. Zbl 1406.15001
Boyd, Stephen; Vandenberghe, Lieven
26
2018
Convex piecewise-linear fitting. Zbl 1273.65086
Magnani, Alessandro; Boyd, Stephen P.
26
2009
Analytical foundations of Volterra series. Zbl 0668.93042
Boyd, Stephen; Chua, L. O.; Desoer, C. A.
25
1984
Further relaxations of the semidefinite programming approach to sensor network localization. Zbl 1173.90498
Wang, Zizhuo; Zheng, Song; Ye, Yinyu; Boyd, Stephen
25
2008
Fastest mixing Markov chain on graphs with symmetries. Zbl 1189.05072
Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin
25
2009
Branch and bound algorithm for computing the minimum stability degree of parameter-dependent linear systems. Zbl 0759.93036
Balakrishnan, V.; Boyd, S.; Balemi, S.
24
1991
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
Extensions of Gauss quadrature via linear programming. Zbl 1327.65049
Ryu, Ernest K.; Boyd, Stephen P.
21
2015
Design of affine controllers via convex optimization. Zbl 1368.93667
Skaf, Joëlle; Boyd, Stephen P.
21
2010
Symmetry analysis of reversible Markov chains. Zbl 1087.60057
Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin
19
2005
MIMO PID tuning via iterated LMI restriction. Zbl 1417.93162
Boyd, Stephen; Hast, Martin; Åström, Karl Johan
19
2016
On parameter convergence in adaptive control. Zbl 0542.93038
Boyd, S.; Sastry, S.
19
1983
Receding horizon control: automatic generation of high-speed solvers. Zbl 1395.93207
Mattingley, Jacob; Wang, Yang; Boyd, Stephen
17
2011
Infeasibility detection in the alternating direction method of multipliers for convex optimization. Zbl 1429.90050
Banjac, Goran; Goulart, Paul; Stellato, Bartolomeo; Boyd, Stephen
17
2019
Segmentation of ARX-models using sum-of-norms regularization. Zbl 1191.93139
Ohlsson, Henrik; Ljung, Lennart; Boyd, Stephen
17
2010
Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations. Zbl 1525.47126
Zhang, Junzi; O’Donoghue, Brendan; Boyd, Stephen
17
2020
Tractable approximate robust geometric programming. Zbl 1176.90399
Hsiung, Kan-Lin; Kim, Seung-Jean; Boyd, Stephen
16
2008
Anderson accelerated Douglas-Rachford splitting. Zbl 1458.90511
Fu, Anqi; Zhang, Junzi; Boyd, Stephen
16
2020
Block splitting for distributed optimization. Zbl 1305.90291
Parikh, Neal; Boyd, Stephen
15
2014
Measuring Volterra kernels. Zbl 0518.93058
Boyd, Stephen; Tang, Y. S.; Chua, Leon O.
15
1983
Fastest mixing Markov chain on a path. Zbl 1135.60046
Boyd, Stephen; Diaconis, Persi; Sun, Jun; Xiao, Lin
15
2006
Geometric programming duals of channel capacity and rate distortion. Zbl 1288.94032
Chiang, Mung; Boyd, Stephen P.
15
2004
Metric selection in fast dual forward-backward splitting. Zbl 1330.49032
Giselsson, Pontus; Boyd, Stephen
13
2015
Analysis and synthesis of state-feedback controllers with timing jitter. Zbl 1367.93218
Skaf, Joëlle; Boyd, Stephen
13
2009
Automatic code generation for real-time convex optimization. Zbl 1211.90170
Mattingley, Jacob; Boyd, Stephen
13
2010
Comparison of peak and RMS gains for discrete-time systems. Zbl 0644.93050
Boyd, Stephen; Doyle, John
12
1987
Convex optimization of graph Laplacian eigenvalues. Zbl 1100.05063
Boyd, Stephen
12
2006
A minimax theorem with applications to machine learning, signal processing, and finance. Zbl 1175.90412
Kim, Seung-Jean; Boyd, Stephen
12
2008
Fitting jump models. Zbl 1406.93315
Bemporad, Alberto; Breschi, Valentina; Piga, Dario; Boyd, Stephen P.
11
2018
Obstacle collision detection using best ellipsoid fit. Zbl 1067.68775
Rimon, Elon; Boyd, Stephen P.
11
1997
Smoothed state estimates under abrupt changes using sum-of-norms regularization. Zbl 1238.93105
Ohlsson, Henrik; Gustafsson, Fredrik; Ljung, Lennart; Boyd, Stephen
10
2012
Iterative water-filling for Gaussian vector multiple-access channels. Zbl 1301.94059
Yu, Wei; Rhee, Wonjong; Boyd, Stephen P.; Cioffi, John M.
10
2004
FIR filter design via spectral factorization and convex optimization. Zbl 0963.93026
Wu, Shao-Po; Boyd, Stephen; Vandenberghe, Lieven
9
1999
Joint optimization of communication rates and linear systems. Zbl 1364.90099
Xiao, Lin; Johansson, Mikael; Hindi, Haitham; Boyd, Stephen; Goldsmith, Andrea
9
2003
Robust minimum variance beamforming. Zbl 1370.78279
Lorenz, Robert G.; Boyd, Stephen P.
9
2005
Global optimization in control system analysis and design. Zbl 0795.93040
Balakrishnan, Venkataramanan; Boyd, Stephen
9
1992
Disciplined geometric programming. Zbl 1425.90078
Agrawal, Akshay; Diamond, Steven; Boyd, Stephen
9
2019
Multi-period portfolio selection with drawdown control. Zbl 1430.91088
Nystrup, Peter; Boyd, Stephen; Lindström, Erik; Madsen, Henrik
9
2019
Parameter selection and preconditioning for a graph form solver. Zbl 1407.93126
Fougner, Christopher; Boyd, Stephen
8
2018
Approximate dynamic programming via iterated Bellman inequalities. Zbl 1317.93237
Wang, Yang; O’Donoghue, Brendan; Boyd, Stephen
8
2015
Connections between semi-infinite and semidefinite programming. Zbl 0908.90257
Vandenberghe, Lieven; Boyd, Stephen
8
1998
On computing the worst-case peak gain of linear systems. Zbl 0778.93072
Balakrishnan, V.; Boyd, S.
8
1992
A general system for heuristic minimization of convex functions over non-convex sets. Zbl 1386.90182
Diamond, S.; Takapoui, R.; Boyd, S.
7
2018
Design of low-bandwidth spatially distributed feedback. Zbl 1367.93243
Gorinevsky, Dimitry; Boyd, Stephen; Stein, Gunter
7
2008
Necessary and sufficient conditions for parameter convergence in adaptive control. Zbl 0594.93042
Boyd, Stephen; Sastry, S. S.
7
1984
Upper bounds on algebraic connectivity via convex optimization. Zbl 1105.05045
Ghosh, Arpita; Boyd, Stephen
7
2006
Performance bounds for linear stochastic control. Zbl 1159.93356
Wang, Yang; Boyd, Stephen
7
2009
A simple effective heuristic for embedded mixed-integer quadratic programming. Zbl 1434.90117
Takapoui, Reza; Moehle, Nicholas; Boyd, Stephen; Bemporad, Alberto
7
2020
Disciplined quasiconvex programming. Zbl 1459.90148
Agrawal, Akshay; Boyd, Stephen
7
2020
A perspective-based convex relaxation for switched-affine optimal control. Zbl 1325.93026
Moehle, Nicholas; Boyd, Stephen
6
2015
Nonlinear Q-design for convex stochastic control. Zbl 1367.93219
Skaf, Joëlle; Boyd, Stephen
6
2009
Techniques for exploring the suboptimal set. Zbl 1273.65089
Skaf, Joëlle; Boyd, Stephen
6
2010
Bounding duality gap for separable problems with linear constraints. Zbl 1351.90135
Udell, Madeleine; Boyd, Stephen
6
2016
A distributed method for fitting Laplacian regularized stratified models. Zbl 07370577
Tuck, Jonathan; Barratt, Shane; Boyd, Stephen
6
2021
Optimal estimation of deterioration from diagnostic image sequence. Zbl 1391.94077
Gorinevsky, Dimitry; Kim, Seung-Jean; Beard, Shawn; Boyd, Stephen; Gordon, Grant
5
2009
Fitting Laplacian regularized stratified Gaussian models. Zbl 07545228
Tuck, Jonathan; Boyd, Stephen
1
2022
A distributed method for fitting Laplacian regularized stratified models. Zbl 07370577
Tuck, Jonathan; Barratt, Shane; Boyd, Stephen
6
2021
Tax-aware portfolio construction via convex optimization. Zbl 1470.91247
Moehle, Nicholas; Kochenderfer, Mykel J.; Boyd, Stephen; Ang, Andrew
1
2021
OSQP: an operator splitting solver for quadratic programs. Zbl 1452.90236
Stellato, Bartolomeo; Banjac, Goran; Goulart, Paul; Bemporad, Alberto; Boyd, Stephen
45
2020
Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations. Zbl 1525.47126
Zhang, Junzi; O’Donoghue, Brendan; Boyd, Stephen
17
2020
Anderson accelerated Douglas-Rachford splitting. Zbl 1458.90511
Fu, Anqi; Zhang, Junzi; Boyd, Stephen
16
2020
A simple effective heuristic for embedded mixed-integer quadratic programming. Zbl 1434.90117
Takapoui, Reza; Moehle, Nicholas; Boyd, Stephen; Bemporad, Alberto
7
2020
Disciplined quasiconvex programming. Zbl 1459.90148
Agrawal, Akshay; Boyd, Stephen
7
2020
On the convergence of mirror descent beyond stochastic convex programming. Zbl 1461.90085
Zhou, Zhengyuan; Mertikopoulos, Panayotis; Bambos, Nicholas; Boyd, Stephen P.; Glynn, Peter W.
4
2020
Minimizing a sum of clipped convex functions. Zbl 1460.90129
Barratt, Shane; Angeris, Guillermo; 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
17
2019
Disciplined geometric programming. Zbl 1425.90078
Agrawal, Akshay; Diamond, Steven; Boyd, Stephen
9
2019
Multi-period portfolio selection with drawdown control. Zbl 1430.91088
Nystrup, Peter; Boyd, Stephen; Lindström, Erik; Madsen, Henrik
9
2019
Greedy Gaussian segmentation of multivariate time series. Zbl 1459.62170
Hallac, David; Nystrup, Peter; Boyd, Stephen
5
2019
A convex optimization approach to radiation treatment planning with dose constraints. Zbl 1428.90118
Fu, Anqi; Ungun, Barıṣ; Xing, Lei; Boyd, Stephen
3
2019
Solution refinement at regular points of conic problems. Zbl 1434.90132
Busseti, Enzo; Moursi, Walaa M.; Boyd, Stephen
3
2019
Dynamic energy management. Zbl 1446.90158
Moehle, Nicholas; Busseti, Enzo; Boyd, Stephen; Wytock, Matt
2
2019
Real-time radiation treatment planning with optimality guarantees via cluster and bound methods. Zbl 1528.92021
Ungun, Baris; Xing, Lei; Boyd, Stephen
2
2019
Introduction to applied linear algebra. Vectors, matrices, and least squares. Zbl 1406.15001
Boyd, Stephen; Vandenberghe, Lieven
26
2018
Fitting jump models. Zbl 1406.93315
Bemporad, Alberto; Breschi, Valentina; Piga, Dario; Boyd, Stephen P.
11
2018
Parameter selection and preconditioning for a graph form solver. Zbl 1407.93126
Fougner, Christopher; Boyd, Stephen
8
2018
A general system for heuristic minimization of convex functions over non-convex sets. Zbl 1386.90182
Diamond, S.; Takapoui, R.; Boyd, S.
7
2018
A semidefinite programming method for integer convex quadratic minimization. Zbl 1401.90131
Park, Jaehyun; Boyd, Stephen
4
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
48
2017
Stochastic matrix-free equilibration. Zbl 1367.65068
Diamond, Steven; Boyd, Stephen
4
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
3
2017
A differential equation for modeling Nesterov’s accelerated gradient method: theory and insights. Zbl 1391.90667
Su, Weijie; Boyd, Stephen; Candès, Emmanuel J.
192
2016
CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008
Diamond, Steven; Boyd, Stephen
117
2016
Conic optimization via operator splitting and homogeneous self-dual embedding. Zbl 1342.90136
O’Donoghue, Brendan; Chu, Eric; Parikh, Neal; Boyd, Stephen
84
2016
A primer on monotone operator methods. Zbl 1342.47066
Ryu, Ernest K.; Boyd, Stephen
58
2016
Variations and extension of the convex-concave procedure. Zbl 1364.90260
Lipp, Thomas; Boyd, Stephen
42
2016
Generalized low rank models. Zbl 1350.68221
Udell, Madeleine; Horn, Corinne; Zadeh, Reza; Boyd, Stephen
39
2016
MIMO PID tuning via iterated LMI restriction. Zbl 1417.93162
Boyd, Stephen; Hast, Martin; Åström, Karl Johan
19
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.
21
2015
Metric selection in fast dual forward-backward splitting. Zbl 1330.49032
Giselsson, Pontus; Boyd, Stephen
13
2015
Approximate dynamic programming via iterated Bellman inequalities. Zbl 1317.93237
Wang, Yang; O’Donoghue, Brendan; Boyd, Stephen
8
2015
A perspective-based convex relaxation for switched-affine optimal control. Zbl 1325.93026
Moehle, Nicholas; Boyd, Stephen
6
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
2
2015
Block splitting for distributed optimization. Zbl 1305.90291
Parikh, Neal; Boyd, Stephen
15
2014
Minimum-time speed optimisation over a fixed path. Zbl 1292.49035
Lipp, Thomas; Boyd, Stephen
5
2014
Quadratic approximate dynamic programming for input-affine systems. Zbl 1285.93103
Keshavarz, Arezou; Boyd, Stephen
2
2014
A distributed algorithm for fitting generalized additive models. Zbl 1294.65014
Chu, Eric; Keshavarz, Arezou; Boyd, Stephen
3
2013
Nonconvex model predictive control for commercial refrigeration. Zbl 1278.93176
Hovgaard, Tobias Gybel; Boyd, Stephen; Larsen, Lars F. S.; Jørgensen, John Bagterp
2
2013
CVXGEN: a code generator for embedded convex optimization. Zbl 1293.65095
Mattingley, Jacob; Boyd, Stephen
47
2012
Smoothed state estimates under abrupt changes using sum-of-norms regularization. Zbl 1238.93105
Ohlsson, Henrik; Gustafsson, Fredrik; Ljung, Lennart; Boyd, Stephen
10
2012
Receding horizon control: automatic generation of high-speed solvers. Zbl 1395.93207
Mattingley, Jacob; Wang, Yang; Boyd, Stephen
17
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
2010
Design of affine controllers via convex optimization. Zbl 1368.93667
Skaf, Joëlle; Boyd, Stephen P.
21
2010
Segmentation of ARX-models using sum-of-norms regularization. Zbl 1191.93139
Ohlsson, Henrik; Ljung, Lennart; Boyd, Stephen
17
2010
Automatic code generation for real-time convex optimization. Zbl 1211.90170
Mattingley, Jacob; Boyd, Stephen
13
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
89
2009
Sensor selection via convex optimization. Zbl 1391.90679
Joshi, Siddharth; Boyd, Stephen
63
2009
Cutting-set methods for robust convex optimization with pessimizing oracles. Zbl 1173.90502
Mutapcic, Almir; Boyd, Stephen
33
2009
Convex piecewise-linear fitting. Zbl 1273.65086
Magnani, Alessandro; Boyd, Stephen P.
26
2009
Fastest mixing Markov chain on graphs with symmetries. Zbl 1189.05072
Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin
25
2009
Analysis and synthesis of state-feedback controllers with timing jitter. Zbl 1367.93218
Skaf, Joëlle; Boyd, Stephen
13
2009
Performance bounds for linear stochastic control. Zbl 1159.93356
Wang, Yang; Boyd, Stephen
7
2009
Nonlinear Q-design for convex stochastic control. Zbl 1367.93219
Skaf, Joëlle; 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.
465
2008
Graph implementations for nonsmooth convex programs. Zbl 1205.90223
Grant, Michael C.; Boyd, Stephen P.
313
2008
Minimizing effective resistance of a graph. Zbl 1134.05057
Ghosh, Arpita; Boyd, Stephen; Saberi, Amin
71
2008
Further relaxations of the semidefinite programming approach to sensor network localization. Zbl 1173.90498
Wang, Zizhuo; Zheng, Song; Ye, Yinyu; Boyd, Stephen
25
2008
Tractable approximate robust geometric programming. Zbl 1176.90399
Hsiung, Kan-Lin; Kim, Seung-Jean; Boyd, Stephen
16
2008
A minimax theorem with applications to machine learning, signal processing, and finance. Zbl 1175.90412
Kim, Seung-Jean; Boyd, Stephen
12
2008
Design of low-bandwidth spatially distributed feedback. Zbl 1367.93243
Gorinevsky, Dimitry; Boyd, Stephen; Stein, Gunter
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
Recent advances in learning and control. Festschrift for Mathukumalli Vidyasagar on the occasion of his sixtieth birthday. Zbl 1140.93006
1
2008
Distributed average consensus with least-mean-square deviation. Zbl 1109.68019
Xiao, Lin; Boyd, Stephen; Kim, Seung-Jean
101
2007
A tutorial on geometric programming. Zbl 1178.90270
Boyd, Stephen; Kim, Seung-Jean; Vandenberghe, Lieven; Hassibi, Arash
87
2007
Portfolio optimization with linear and fixed transaction costs. Zbl 1132.91474
Lobo, Miguel Sousa; Fazel, Maryam; Boyd, Stephen
73
2007
An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092
Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen
59
2007
Generalized Chebyshev bounds via semidefinite programming. Zbl 1151.90512
Vandenberghe, Lieven; Boyd, Stephen; Comanor, Katherine
33
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.
5
2007
Randomized gossip algorithms. Zbl 1283.94005
Boyd, Stephen P.; Ghosh, Arpita; Prabhakar, Balaji; Shah, Devavrat
185
2006
Disciplined convex programming. Zbl 1130.90382
Grant, Michael; Boyd, Stephen; Ye, Yinyu
63
2006
Extending scope of robust optimization: comprehensive robust counterparts of uncertain problems. Zbl 1134.90042
Ben-Tal, Aharon; Boyd, Stephen; Nemirovski, Arkadi
51
2006
Optimal scaling of a gradient method for distributed resource allocation. Zbl 1330.90136
Xiao, L.; Boyd, S.
41
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
28
2006
Fastest mixing Markov chain on a path. Zbl 1135.60046
Boyd, Stephen; Diaconis, Persi; Sun, Jun; Xiao, Lin
15
2006
Convex optimization of graph Laplacian eigenvalues. Zbl 1100.05063
Boyd, Stephen
12
2006
Upper bounds on algebraic connectivity via convex optimization. Zbl 1105.05045
Ghosh, Arpita; Boyd, Stephen
7
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
41
2005
Least-squares covariance matrix adjustment. Zbl 1099.65039
Boyd, Stephen; Xiao, Lin
37
2005
Digital circuit optimization via geometric programming. Zbl 1165.90655
Boyd, Stephen P.; Kim, Seung-Jean; Patil, Dinesh D.; Horowitz, Mark A.
34
2005
Symmetry analysis of reversible Markov chains. Zbl 1087.60057
Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin
19
2005
Robust minimum variance beamforming. Zbl 1370.78279
Lorenz, Robert G.; Boyd, Stephen P.
9
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
...and 39 more Documents
all top 5

Cited by 18,082 Authors

112 Park, Juhyun (Jessie)
86 Boyd, Stephen Poythress
73 Kwon, Ohmin
65 Lam, James
64 Cao, Jinde
62 Lee, Shen-Ming
61 Wang, Zidong
53 Xu, Shengyuan
44 Shi, Peng
44 Zhong, Shou-Ming
42 Yuan, Xiaoming
39 Lien, Chang-Hua
33 Vũ Ngoc Phát
33 Wu, Huaining
30 Peres, Pedro L. D.
29 Huang, Tingwen
29 Khlebnikov, Mikhail Vladimirovich
28 Bertsimas, Dimitris John
28 Feng, Gang
27 Jeyakumar, Vaithilingam
26 Balasubramaniam, Pagavathigounder
26 Gao, Huijun
26 Geromel, Jose Claudio
26 Mahmoud, Magdi Sadik Mostafa
26 Morari, Manfred
26 Oliveira, Ricardo C. L. F.
25 Chen, Guanrong
25 Han, Deren
25 Karimi, Hamid Reza
24 Attouch, Hedy
24 Cha, E. J.
24 Chen, Jein-Shan
24 Li, Chuandong
24 Yu, Ker-Wei
23 Kogan, Mark Mikhailovich
23 Liang, Jinling
23 Parrilo, Pablo A.
23 Terlaky, Tamás
23 Zeng, Tie Yong
22 Duan, Zhisheng
22 Huang, Ting-Zhu
22 Kar, Haranath
22 Li, Guoyin
21 Bai, Yanqin
21 Goulart, Paul J.
21 Lasserre, Jean-Bernard
21 Park, PooGyeon
21 Zhu, Quanxin
20 Chesi, Graziano
20 Ho, Daniel W. C.
20 Li, Duan
20 Lou, Yifei
20 Polyak, Boris Teodorovich
20 Teo, Kok Lay
20 Tran Dinh Quoc
20 Wang, Long
20 Zhang, Shuzhong
19 Anderson, Brian David Outram
19 Assunção, Edvaldo
19 Balandin, Dmitriĭ Vladimirovich
19 Diehl, Moritz Mathias
19 Liu, Xinzhi
19 Pan, Shaohua
19 Sakthivel, Rathinasamy
19 Shaked, Uri
19 Zheng, Wei Xing
18 Boţ, Radu Ioan
18 Daafouz, Jamal
18 Gasnikov, Aleksandr V.
18 Han, Qinglong
18 He, Bingsheng
18 Jian, Jinbao
18 Li, Xiaodi
18 Liao, Xiaofeng
18 Liu, Sanyang
18 Ma, Shiqian
18 Shorten, Robert N.
18 Vandenberghe, Lieven
18 Xie, Lihua
18 Xiu, Naihua
18 Yang, Guanghong
18 Zhang, Liwei
17 Ahn, Choon Ki
17 Billings, Stephen A.
17 Henrion, Didier
17 Kouvaritakis, Basil A.
17 Kuhn, Daniel
17 Liu, Xiaohui
17 Ng, Michael Kwok-Po
17 Pang, Liping
17 Petersen, Ian Richard
17 Trinh, Hieu Minh
16 Álamo, Teodoro
16 Apkarian, Pierre
16 Chen, Jenq-Der
16 Edwards, Christopher
16 Gelb, Anne
16 He, Hongjin
16 Jungers, Raphaël M.
16 Lisser, Abdel
...and 17,982 more Authors
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Cited in 722 Serials

1,041 Automatica
422 International Journal of Robust and Nonlinear Control
347 Journal of the Franklin Institute
329 Systems & Control Letters
314 International Journal of Control
289 Mathematical Programming. Series A. Series B
252 Journal of Optimization Theory and Applications
214 Mathematical Problems in Engineering
193 Computational Optimization and Applications
187 Applied Mathematics and Computation
173 SIAM Journal on Optimization
167 Journal of Global Optimization
166 International Journal of Systems Science. Principles and Applications of Systems and Integration
163 European Journal of Operational Research
150 Information Sciences
134 Linear Algebra and its Applications
129 Automation and Remote Control
124 Circuits, Systems, and Signal Processing
124 European Journal of Control
121 Neural Networks
119 Journal of Machine Learning Research (JMLR)
115 Journal of Computational and Applied Mathematics
114 Optimization Letters
113 Nonlinear Dynamics
108 Optimization Methods & Software
102 Journal of Scientific Computing
98 SIAM Journal on Imaging Sciences
97 Nonlinear Analysis. Hybrid Systems
95 Machine Learning
91 Asian Journal of Control
81 The Annals of Statistics
81 SIAM Journal on Scientific Computing
79 SIAM Journal on Control and Optimization
75 Chaos, Solitons and Fractals
74 Optimal Control Applications & Methods
72 Optimization and Engineering
71 International Journal of Systems Science
71 Inverse Problems
70 Computational Statistics and Data Analysis
69 Fuzzy Sets and Systems
66 International Journal of Adaptive Control and Signal Processing
63 Journal of Mathematical Imaging and Vision
62 Journal of Industrial and Management Optimization
61 Applied Mathematical Modelling
59 Optimization
58 Neural Computation
57 Computer Methods in Applied Mechanics and Engineering
57 Journal of Computational Physics
57 Annals of Operations Research
57 Advances in Difference Equations
56 Abstract and Applied Analysis
49 Multidimensional Systems and Signal Processing
49 Numerical Algorithms
49 Electronic Journal of Statistics
46 Operations Research Letters
46 INFORMS Journal on Computing
44 Journal of the American Statistical Association
43 International Journal of Computer Vision
42 Pattern Recognition
42 Journal of Computational and Graphical Statistics
41 SIAM Journal on Matrix Analysis and Applications
39 Signal Processing
39 Communications in Nonlinear Science and Numerical Simulation
39 Statistics and Computing
38 Computers & Operations Research
38 International Journal of Applied Mathematics and Computer Science
37 Journal of the Operations Research Society of China
35 Journal of Mathematical Analysis and Applications
35 Operations Research
35 Journal of Systems Science and Complexity
34 Applied and Computational Harmonic Analysis
33 Physics Letters. A
33 Computational and Applied Mathematics
33 Complexity
32 Kybernetika
32 The Annals of Applied Statistics
31 Journal of Multivariate Analysis
31 Mathematics of Operations Research
31 Mathematical Methods of Operations Research
31 Quantum Information Processing
31 Mathematical Programming Computation
30 Mathematics and Computers in Simulation
30 Theoretical Computer Science
30 Applied Numerical Mathematics
30 Chaos
30 SIAM Journal on Mathematics of Data Science
29 Computers & Mathematics with Applications
29 Discrete Applied Mathematics
28 Inverse Problems and Imaging
27 Physica A
27 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering
27 Foundations of Computational Mathematics
26 Journal of Applied Mathematics
26 Journal of Control Theory and Applications
25 International Journal of Computer Mathematics
25 Journal of Inequalities and Applications
24 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
24 Computational Management Science
24 SIAM/ASA Journal on Uncertainty Quantification
23 Computational Statistics
...and 622 more Serials
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Cited in 62 Fields

5,050 Systems theory; control (93-XX)
4,199 Operations research, mathematical programming (90-XX)
1,739 Numerical analysis (65-XX)
1,618 Computer science (68-XX)
1,394 Statistics (62-XX)
876 Information and communication theory, circuits (94-XX)
852 Calculus of variations and optimal control; optimization (49-XX)
681 Ordinary differential equations (34-XX)
601 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
590 Linear and multilinear algebra; matrix theory (15-XX)
526 Biology and other natural sciences (92-XX)
455 Probability theory and stochastic processes (60-XX)
305 Combinatorics (05-XX)
249 Dynamical systems and ergodic theory (37-XX)
227 Operator theory (47-XX)
192 Partial differential equations (35-XX)
176 Quantum theory (81-XX)
145 Mechanics of deformable solids (74-XX)
144 Convex and discrete geometry (52-XX)
125 Functional analysis (46-XX)
107 Mechanics of particles and systems (70-XX)
94 Real functions (26-XX)
78 Fluid mechanics (76-XX)
75 Algebraic geometry (14-XX)
67 Harmonic analysis on Euclidean spaces (42-XX)
64 Statistical mechanics, structure of matter (82-XX)
62 Approximations and expansions (41-XX)
44 Optics, electromagnetic theory (78-XX)
34 Commutative algebra (13-XX)
33 Difference and functional equations (39-XX)
30 Mathematical logic and foundations (03-XX)
30 Functions of a complex variable (30-XX)
25 Geophysics (86-XX)
23 Differential geometry (53-XX)
22 Number theory (11-XX)
21 Global analysis, analysis on manifolds (58-XX)
20 Geometry (51-XX)
17 Integral equations (45-XX)
16 Field theory and polynomials (12-XX)
15 Nonassociative rings and algebras (17-XX)
15 Integral transforms, operational calculus (44-XX)
15 Classical thermodynamics, heat transfer (80-XX)
13 History and biography (01-XX)
12 Group theory and generalizations (20-XX)
12 Several complex variables and analytic spaces (32-XX)
10 Relativity and gravitational theory (83-XX)
9 Order, lattices, ordered algebraic structures (06-XX)
8 General and overarching topics; collections (00-XX)
8 Measure and integration (28-XX)
8 Special functions (33-XX)
8 General topology (54-XX)
7 Associative rings and algebras (16-XX)
7 Manifolds and cell complexes (57-XX)
6 Topological groups, Lie groups (22-XX)
6 Abstract harmonic analysis (43-XX)
6 Algebraic topology (55-XX)
6 Astronomy and astrophysics (85-XX)
4 General algebraic systems (08-XX)
4 Potential theory (31-XX)
3 Category theory; homological algebra (18-XX)
3 Sequences, series, summability (40-XX)
3 Mathematics education (97-XX)

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