Edit Profile (opens in new tab) Boyd, Stephen Poythress Compute Distance To: Compute Author ID: boyd.stephen-p Published as: Boyd, Stephen; Boyd, Stephen P.; Boyd, S. more...less Homepage: https://web.stanford.edu/~boyd/ External Links: MGP · Wikidata · Google Scholar · Math-Net.Ru · dblp · GND · IdRef Documents Indexed: 157 Publications since 1982, including 4 Books 1 Contribution as Editor Co-Authors: 151 Co-Authors with 149 Joint Publications 4,181 Co-Co-Authors 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 Barratt, Shane 5 Diaconis, Persi Warren 4 Wang, Yang 3 Agrawal, Akshay 3 Angeris, Guillermo 3 Barratt, Craig H. 3 Bemporad, Alberto 3 Fu, Anqi 3 Ghosh, Arpita 3 Lipp, Thomas 3 Luo, Zhi-Quan 3 Mattingley, Jacob 3 O’Donoghue, Brendan 3 Parikh, Neal 3 Tuck, Jonathan E. 3 Wu, Shao-Po 3 Xing, Lei 2 Ali, Alnur 2 Balemi, Silvano 2 Banjac, Goran 2 Busseti, Enzo 2 Candès, Emmanuel J. 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 Sastry, S. Shankar 2 Shen, Xinyue 2 Stellato, Bartolomeo 2 Takapoui, Reza 2 Udell, Madeleine 2 Ungun, Barıṣ 2 Yang, Qinping 2 Ye, Yinyu 2 Zhang, Junzi 2 Zymnis, Argyrios 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 Dong, Yining 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. ...and 54 more Co-Authors all top 5 Serials 14 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 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 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 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 all top 5 Fields 87 Operations research, mathematical programming (90-XX) 55 Systems theory; control (93-XX) 32 Numerical analysis (65-XX) 24 Information and communication theory, circuits (94-XX) 16 Computer science (68-XX) 14 Statistics (62-XX) 12 Calculus of variations and optimal control; optimization (49-XX) 7 Probability theory and stochastic processes (60-XX) 6 Combinatorics (05-XX) 6 Linear and multilinear algebra; matrix theory (15-XX) 6 Biology and other natural sciences (92-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Approximations and expansions (41-XX) 4 Operator theory (47-XX) 3 Integral equations (45-XX) 3 Functional analysis (46-XX) 2 General and overarching topics; collections (00-XX) 2 Group theory and generalizations (20-XX) 2 Functions of a complex variable (30-XX) 2 Ordinary differential equations (34-XX) 2 Optics, electromagnetic theory (78-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Mathematics education (97-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 135 Publications have been cited 12,445 times in 10,599 Documents Cited by ▼ Year ▼ Linear matrix inequalities in system and control theory. Zbl 0816.93004Boyd, Stephen; Ghaoui, Laurent El; Feron, Eric; Balakrishnan, V. 3,423 1994 Convex optimization. Zbl 1058.90049Boyd, Stephen; Vandenberghe, Lieven 2,879 2004 Distributed optimization and statistical learning via the alternating direction method of multipliers. Zbl 1229.90122Boyd, Stephen; Parikh, Neal; Chu, Eric; Peleato, Borja; Eckstein, Jonathan 1,300 2010 Semidefinite programming. Zbl 0845.65023Vandenberghe, Lieven; Boyd, Stephen 683 1996 Enhancing sparsity by reweighted \(\ell _{1}\) minimization. Zbl 1176.94014Candès, Emmanuel J.; Wakin, Michael B.; Boyd, Stephen P. 398 2008 Applications of second-order cone programming. Zbl 0946.90050Lobo, Miguel Sousa; Vandenberghe, Lieven; Boyd, Stephen; Lebret, Hervé 389 1998 Graph implementations for nonsmooth convex programs. Zbl 1205.90223Grant, Michael C.; Boyd, Stephen P. 267 2008 Fast linear iterations for distributed averaging. Zbl 1157.90347Xiao, Lin; Boyd, Stephen 238 2004 Randomized gossip algorithms. Zbl 1283.94005Boyd, Stephen P.; Ghosh, Arpita; Prabhakar, Balaji; Shah, Devavrat 170 2006 A differential equation for modeling Nesterov’s accelerated gradient method: theory and insights. Zbl 1391.90667Su, Weijie; Boyd, Stephen; Candès, Emmanuel J. 139 2016 Linear controller design. Limits of performance. Zbl 0748.93003Boyd, Stephen P.; Barratt, Craig H. 135 1991 Fading memory and the problem of approximating nonlinear operators with Volterra series. Zbl 0587.93028Boyd, Stephen; Chua, Leon O. 119 1985 Distributed average consensus with least-mean-square deviation. Zbl 1109.68019Xiao, Lin; Boyd, Stephen; Kim, Seung-Jean 95 2007 CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008Diamond, Steven; Boyd, Stephen 83 2016 A tutorial on geometric programming. Zbl 1178.90270Boyd, Stephen; Kim, Seung-Jean; Vandenberghe, Lieven; Hassibi, Arash 76 2007 Determinant maximization with linear matrix inequality constraints. Zbl 0959.90039Vandenberghe, Lieven; Boyd, Stephen; Wu, Shao-Po 75 1998 A bisection method for computing the \(H_{\infty}\) norm of a transfer matrix and related problems. Zbl 0674.93020Boyd, S.; Balakrishnan, V.; Kabamba, P. 73 1989 Fastest mixing Markov chain on a graph. Zbl 1063.60102Boyd, Stephen; Diaconis, Persi; Xiao, Lin 71 2004 \(\ell_1\) trend filtering. Zbl 1171.37033Kim, Seung-Jean; Koh, Kwangmoo; Boyd, Stephen; Gorinevsky, Dimitry 70 2009 Portfolio optimization with linear and fixed transaction costs. Zbl 1132.91474Lobo, Miguel Sousa; Fazel, Maryam; Boyd, Stephen 66 2007 Conic optimization via operator splitting and homogeneous self-dual embedding. Zbl 1342.90136O’Donoghue, Brendan; Chu, Eric; Parikh, Neal; Boyd, Stephen 62 2016 Minimizing effective resistance of a graph. Zbl 1134.05057Ghosh, Arpita; Boyd, Stephen; Saberi, Amin 59 2008 Disciplined convex programming. Zbl 1130.90382Grant, Michael; Boyd, Stephen; Ye, Yinyu 58 2006 An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen 56 2007 Sensor selection via convex optimization. Zbl 1391.90679Joshi, Siddharth; Boyd, Stephen 54 2009 A regularity result for the singular values of a transfer matrix and a quadratically convergent algorithm for computing its \(L_{\infty}\)-norm. Zbl 0704.93014Boyd, S.; Balakrishnan, V. 51 1990 Extending scope of robust optimization: comprehensive robust counterparts of uncertain problems. Zbl 1134.90042Ben-Tal, Aharon; Boyd, Stephen; Nemirovski, Arkadi 50 2006 A primer on monotone operator methods. Zbl 1342.47066Ryu, Ernest K.; Boyd, Stephen 47 2016 CVXGEN: a code generator for embedded convex optimization. Zbl 1293.65095Mattingley, Jacob; Boyd, Stephen 41 2012 Linear convergence and metric selection for Douglas-Rachford splitting and ADMM. Zbl 1364.90256Giselsson, Pontus; Boyd, Stephen 41 2017 Method of centers for minimizing generalized eigenvalues. Zbl 0781.65051Boyd, Stephen; El Ghaoui, Laurent 39 1993 Piecewise-affine state feedback for piecewise-affine slab systems using convex optimization. Zbl 1129.93401Rodrigues, Luis; Boyd, Stephen 36 2005 Least-squares covariance matrix adjustment. Zbl 1099.65039Boyd, Stephen; Xiao, Lin 36 2005 A primal-dual potential reduction method for problems involving matrix inequalities. Zbl 0857.90104Vandenberghe, Lieven; Boyd, Stephen 34 1995 Generalized low rank models. Zbl 1350.68221Udell, Madeleine; Horn, Corinne; Zadeh, Reza; Boyd, Stephen 34 2016 Structured and simultaneous Lyapunov functions for system stability problems. Zbl 0683.93057Boyd, Stephen; Yang, Qinping 34 1989 Optimal scaling of a gradient method for distributed resource allocation. Zbl 1330.90136Xiao, L.; Boyd, S. 33 2006 Applications of semidefinite programming. Zbl 0956.90031Vandenberghe, Lieven; Boyd, Stephen 32 1999 Digital circuit optimization via geometric programming. Zbl 1165.90655Boyd, Stephen P.; Kim, Seung-Jean; Patil, Dinesh D.; Horowitz, Mark A. 31 2005 Generalized Chebyshev bounds via semidefinite programming. Zbl 1151.90512Vandenberghe, Lieven; Boyd, Stephen; Comanor, Katherine 31 2007 Variations and extension of the convex-concave procedure. Zbl 1364.90260Lipp, Thomas; Boyd, Stephen 30 2016 Cutting-set methods for robust convex optimization with pessimizing oracles. Zbl 1173.90502Mutapcic, Almir; Boyd, Stephen 29 2009 Set-membership identification of systems with parametric and nonparametric uncertainty. Zbl 0767.93016Kosut, Robert L.; Lau, Ming K.; Boyd, Stephen P. 27 1992 OSQP: an operator splitting solver for quadratic programs. Zbl 1452.90236Stellato, Bartolomeo; Banjac, Goran; Goulart, Paul; Bemporad, Alberto; Boyd, Stephen 26 2020 The fastest mixing Markov process on a graph and a connecting to a maximum variance unfolding problem. Zbl 1109.60324Sun, Jun; Boyd, Stephen; Xiao, Lin; Diaconis, Persi 25 2006 Branch and bound algorithm for computing the minimum stability degree of parameter-dependent linear systems. Zbl 0759.93036Balakrishnan, V.; Boyd, S.; Balemi, S. 24 1991 Further relaxations of the semidefinite programming approach to sensor network localization. Zbl 1173.90498Wang, Zizhuo; Zheng, Song; Ye, Yinyu; Boyd, Stephen 24 2008 Convex piecewise-linear fitting. Zbl 1273.65086Magnani, Alessandro; Boyd, Stephen P. 23 2009 Analytical foundations of Volterra series. Zbl 0668.93042Boyd, Stephen; Chua, L. O.; Desoer, C. A. 23 1984 Fastest mixing Markov chain on graphs with symmetries. Zbl 1189.05072Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin 22 2009 A new CAD method and associated architectures for linear controllers. Zbl 0641.93027Boyd, 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 1327.65049Ryu, Ernest K.; Boyd, Stephen P. 20 2015 Design of affine controllers via convex optimization. Zbl 1368.93667Skaf, Joëlle; Boyd, Stephen P. 20 2010 On parameter convergence in adaptive control. Zbl 0542.93038Boyd, S.; Sastry, S. 18 1983 Symmetry analysis of reversible Markov chains. Zbl 1087.60057Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin 18 2005 Introduction to applied linear algebra. Vectors, matrices, and least squares. Zbl 1406.15001Boyd, Stephen; Vandenberghe, Lieven 18 2018 Receding horizon control: automatic generation of high-speed solvers. Zbl 1395.93207Mattingley, Jacob; Wang, Yang; Boyd, Stephen 15 2011 Measuring Volterra kernels. Zbl 0518.93058Boyd, Stephen; Tang, Y. S.; Chua, Leon O. 15 1983 Geometric programming duals of channel capacity and rate distortion. Zbl 1288.94032Chiang, Mung; Boyd, Stephen P. 15 2004 Fastest mixing Markov chain on a path. Zbl 1135.60046Boyd, Stephen; Diaconis, Persi; Sun, Jun; Xiao, Lin 15 2006 Block splitting for distributed optimization. Zbl 1305.90291Parikh, Neal; Boyd, Stephen 14 2014 Tractable approximate robust geometric programming. Zbl 1176.90399Hsiung, Kan-Lin; Kim, Seung-Jean; Boyd, Stephen 14 2008 Infeasibility detection in the alternating direction method of multipliers for convex optimization. Zbl 1429.90050Banjac, Goran; Goulart, Paul; Stellato, Bartolomeo; Boyd, Stephen 14 2019 MIMO PID tuning via iterated LMI restriction. Zbl 1417.93162Boyd, Stephen; Hast, Martin; Åström, Karl Johan 14 2016 Segmentation of ARX-models using sum-of-norms regularization. Zbl 1191.93139Ohlsson, Henrik; Ljung, Lennart; Boyd, Stephen 13 2010 Metric selection in fast dual forward-backward splitting. Zbl 1330.49032Giselsson, Pontus; Boyd, Stephen 12 2015 Analysis and synthesis of state-feedback controllers with timing jitter. Zbl 1367.93218Skaf, Joëlle; Boyd, Stephen 12 2009 Automatic code generation for real-time convex optimization. Zbl 1211.90170Mattingley, Jacob; Boyd, Stephen 11 2010 A minimax theorem with applications to machine learning, signal processing, and finance. Zbl 1175.90412Kim, Seung-Jean; Boyd, Stephen 10 2008 Convex optimization of graph Laplacian eigenvalues. Zbl 1100.05063Boyd, Stephen 10 2006 Comparison of peak and RMS gains for discrete-time systems. Zbl 0644.93050Boyd, Stephen; Doyle, John 10 1987 Iterative water-filling for Gaussian vector multiple-access channels. Zbl 1301.94059Yu, Wei; Rhee, Wonjong; Boyd, Stephen P.; Cioffi, John M. 10 2004 Anderson accelerated Douglas-Rachford splitting. Zbl 1458.90511Fu, Anqi; Zhang, Junzi; Boyd, Stephen 10 2020 Obstacle collision detection using best ellipsoid fit. Zbl 1067.68775Rimon, Elon; Boyd, Stephen P. 9 1997 Global optimization in control system analysis and design. Zbl 0795.93040Balakrishnan, Venkataramanan; Boyd, Stephen 9 1992 Joint optimization of communication rates and linear systems. Zbl 1364.90099Xiao, Lin; Johansson, Mikael; Hindi, Haitham; Boyd, Stephen; Goldsmith, Andrea 9 2003 Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations. Zbl 07284421Zhang, Junzi; O’Donoghue, Brendan; Boyd, Stephen 9 2020 FIR filter design via spectral factorization and convex optimization. Zbl 0963.93026Wu, Shao-Po; Boyd, Stephen; Vandenberghe, Lieven 8 1999 Smoothed state estimates under abrupt changes using sum-of-norms regularization. Zbl 1238.93105Ohlsson, Henrik; Gustafsson, Fredrik; Ljung, Lennart; Boyd, Stephen 8 2012 Fitting jump models. Zbl 1406.93315Bemporad, Alberto; Breschi, Valentina; Piga, Dario; Boyd, Stephen P. 8 2018 Robust minimum variance beamforming. Zbl 1370.78279Lorenz, Robert G.; Boyd, Stephen P. 8 2005 Connections between semi-infinite and semidefinite programming. Zbl 0908.90257Vandenberghe, Lieven; Boyd, Stephen 7 1998 Approximate dynamic programming via iterated Bellman inequalities. Zbl 1317.93237Wang, Yang; O’Donoghue, Brendan; Boyd, Stephen 7 2015 Multi-period portfolio selection with drawdown control. Zbl 1430.91088Nystrup, Peter; Boyd, Stephen; Lindström, Erik; Madsen, Henrik 7 2019 Design of low-bandwidth spatially distributed feedback. Zbl 1367.93243Gorinevsky, Dimitry; Boyd, Stephen; Stein, Gunter 7 2008 Parameter selection and preconditioning for a graph form solver. Zbl 1407.93126Fougner, Christopher; Boyd, Stephen 6 2018 Performance bounds for linear stochastic control. Zbl 1159.93356Wang, Yang; Boyd, Stephen 6 2009 Techniques for exploring the suboptimal set. Zbl 1273.65089Skaf, Joëlle; Boyd, Stephen 6 2010 A general system for heuristic minimization of convex functions over non-convex sets. Zbl 1386.90182Diamond, S.; Takapoui, R.; Boyd, S. 6 2018 Necessary and sufficient conditions for parameter convergence in adaptive control. Zbl 0594.93042Boyd, Stephen; Sastry, S. S. 6 1984 Nonlinear Q-design for convex stochastic control. Zbl 1367.93219Skaf, Joëlle; Boyd, Stephen 6 2009 Bounding duality gap for separable problems with linear constraints. Zbl 1351.90135Udell, Madeleine; Boyd, Stephen 6 2016 Disciplined geometric programming. Zbl 1425.90078Agrawal, Akshay; Diamond, Steven; Boyd, Stephen 5 2019 Uniqueness of a basic nonlinear structure. Zbl 0546.93036Boyd, Stephen; Chua, Leon O. 5 1983 On computing the worst-case peak gain of linear systems. Zbl 0778.93072Balakrishnan, V.; Boyd, S. 5 1992 A heuristic for optimizing stochastic activity networks with applications to statistical digital circuit sizing. Zbl 1176.90083Kim, Seung-Jean; Boyd, Stephen P.; Yun, Sunghee; Patil, Dinesh D.; Horowitz, Mark A. 5 2007 A perspective-based convex relaxation for switched-affine optimal control. Zbl 1325.93026Moehle, Nicholas; Boyd, Stephen 5 2015 Minimum-time speed optimisation over a fixed path. Zbl 1292.49035Lipp, Thomas; Boyd, Stephen 5 2014 Upper bounds on algebraic connectivity via convex optimization. Zbl 1105.05045Ghosh, Arpita; Boyd, Stephen 5 2006 Optimal estimation of deterioration from diagnostic image sequence. Zbl 1391.94077Gorinevsky, Dimitry; Kim, Seung-Jean; Beard, Shawn; Boyd, Stephen; Gordon, Grant 5 2009 A distributed method for fitting Laplacian regularized stratified models. Zbl 07370577Tuck, Jonathan; Barratt, Shane; Boyd, Stephen 4 2021 OSQP: an operator splitting solver for quadratic programs. Zbl 1452.90236Stellato, Bartolomeo; Banjac, Goran; Goulart, Paul; Bemporad, Alberto; Boyd, Stephen 26 2020 Anderson accelerated Douglas-Rachford splitting. Zbl 1458.90511Fu, Anqi; Zhang, Junzi; Boyd, Stephen 10 2020 Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations. Zbl 07284421Zhang, Junzi; O’Donoghue, Brendan; Boyd, Stephen 9 2020 A simple effective heuristic for embedded mixed-integer quadratic programming. Zbl 1434.90117Takapoui, Reza; Moehle, Nicholas; Boyd, Stephen; Bemporad, Alberto 4 2020 Disciplined quasiconvex programming. Zbl 1459.90148Agrawal, Akshay; Boyd, Stephen 4 2020 On the convergence of mirror descent beyond stochastic convex programming. Zbl 1461.90085Zhou, Zhengyuan; Mertikopoulos, Panayotis; Bambos, Nicholas; Boyd, Stephen P.; Glynn, Peter W. 2 2020 Infeasibility detection in the alternating direction method of multipliers for convex optimization. Zbl 1429.90050Banjac, Goran; Goulart, Paul; Stellato, Bartolomeo; Boyd, Stephen 14 2019 Multi-period portfolio selection with drawdown control. Zbl 1430.91088Nystrup, Peter; Boyd, Stephen; Lindström, Erik; Madsen, Henrik 7 2019 Disciplined geometric programming. Zbl 1425.90078Agrawal, Akshay; Diamond, Steven; Boyd, Stephen 5 2019 Greedy Gaussian segmentation of multivariate time series. Zbl 1459.62170Hallac, David; Nystrup, Peter; Boyd, Stephen 4 2019 A convex optimization approach to radiation treatment planning with dose constraints. Zbl 1428.90118Fu, Anqi; Ungun, Barıṣ; Xing, Lei; Boyd, Stephen 3 2019 Real-time radiation treatment planning with optimality guarantees via cluster and bound methods. Zbl 07283441Ungun, Baris; Xing, Lei; Boyd, Stephen 2 2019 Solution refinement at regular points of conic problems. Zbl 1434.90132Busseti, Enzo; Moursi, Walaa M.; Boyd, Stephen 1 2019 Dynamic energy management. Zbl 1446.90158Moehle, Nicholas; Busseti, Enzo; Boyd, Stephen; Wytock, Matt 1 2019 Introduction to applied linear algebra. Vectors, matrices, and least squares. Zbl 1406.15001Boyd, Stephen; Vandenberghe, Lieven 18 2018 Fitting jump models. Zbl 1406.93315Bemporad, Alberto; Breschi, Valentina; Piga, Dario; Boyd, Stephen P. 8 2018 Parameter selection and preconditioning for a graph form solver. Zbl 1407.93126Fougner, Christopher; Boyd, Stephen 6 2018 A general system for heuristic minimization of convex functions over non-convex sets. Zbl 1386.90182Diamond, S.; Takapoui, R.; Boyd, S. 6 2018 A semidefinite programming method for integer convex quadratic minimization. Zbl 1401.90131Park, Jaehyun; Boyd, Stephen 3 2018 Saturating splines and feature selection. Zbl 1473.62248Boyd, Nicholas; Hastie, Trevor; Boyd, Stephen; Recht, Benjamin; Jordan, Michael I. 1 2018 Linear convergence and metric selection for Douglas-Rachford splitting and ADMM. Zbl 1364.90256Giselsson, Pontus; Boyd, Stephen 41 2017 Stochastic matrix-free equilibration. Zbl 1367.65068Diamond, Steven; Boyd, Stephen 4 2017 SnapVX: a network-based convex optimization solver. Zbl 1433.68345Hallac, 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 1391.90667Su, Weijie; Boyd, Stephen; Candès, Emmanuel J. 139 2016 CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008Diamond, Steven; Boyd, Stephen 83 2016 Conic optimization via operator splitting and homogeneous self-dual embedding. Zbl 1342.90136O’Donoghue, Brendan; Chu, Eric; Parikh, Neal; Boyd, Stephen 62 2016 A primer on monotone operator methods. Zbl 1342.47066Ryu, Ernest K.; Boyd, Stephen 47 2016 Generalized low rank models. Zbl 1350.68221Udell, Madeleine; Horn, Corinne; Zadeh, Reza; Boyd, Stephen 34 2016 Variations and extension of the convex-concave procedure. Zbl 1364.90260Lipp, Thomas; Boyd, Stephen 30 2016 MIMO PID tuning via iterated LMI restriction. Zbl 1417.93162Boyd, Stephen; Hast, Martin; Åström, Karl Johan 14 2016 Bounding duality gap for separable problems with linear constraints. Zbl 1351.90135Udell, Madeleine; Boyd, Stephen 6 2016 Matrix-free convex optimization modeling. Zbl 1354.90092Diamond, Steven; Boyd, Stephen 3 2016 Extensions of Gauss quadrature via linear programming. Zbl 1327.65049Ryu, Ernest K.; Boyd, Stephen P. 20 2015 Metric selection in fast dual forward-backward splitting. Zbl 1330.49032Giselsson, Pontus; Boyd, Stephen 12 2015 Approximate dynamic programming via iterated Bellman inequalities. Zbl 1317.93237Wang, Yang; O’Donoghue, Brendan; Boyd, Stephen 7 2015 A perspective-based convex relaxation for switched-affine optimal control. Zbl 1325.93026Moehle, Nicholas; Boyd, Stephen 5 2015 Optimal current waveforms for brushless permanent magnet motors. Zbl 1335.49063Moehle, Nicholas; Boyd, Stephen 2 2015 Linear models based on noisy data and the Frisch scheme. Zbl 1341.62166Ning, Lipeng; Georgiou, Tryphon T.; Tannenbaum, Allen; Boyd, Stephen P. 2 2015 Block splitting for distributed optimization. Zbl 1305.90291Parikh, Neal; Boyd, Stephen 14 2014 Minimum-time speed optimisation over a fixed path. Zbl 1292.49035Lipp, Thomas; Boyd, Stephen 5 2014 Quadratic approximate dynamic programming for input-affine systems. Zbl 1285.93103Keshavarz, Arezou; Boyd, Stephen 2 2014 A distributed algorithm for fitting generalized additive models. Zbl 1294.65014Chu, Eric; Keshavarz, Arezou; Boyd, Stephen 3 2013 Nonconvex model predictive control for commercial refrigeration. Zbl 1278.93176Hovgaard, Tobias Gybel; Boyd, Stephen; Larsen, Lars F. S.; Jørgensen, John Bagterp 2 2013 CVXGEN: a code generator for embedded convex optimization. Zbl 1293.65095Mattingley, Jacob; Boyd, Stephen 41 2012 Smoothed state estimates under abrupt changes using sum-of-norms regularization. Zbl 1238.93105Ohlsson, Henrik; Gustafsson, Fredrik; Ljung, Lennart; Boyd, Stephen 8 2012 Receding horizon control: automatic generation of high-speed solvers. Zbl 1395.93207Mattingley, Jacob; Wang, Yang; Boyd, Stephen 15 2011 Inferring stable genetic networks from steady-state data. Zbl 1235.93028Zavlanos, 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 1227.93130Wang, Yang; Boyd, Stephen 2 2011 Distributed optimization and statistical learning via the alternating direction method of multipliers. Zbl 1229.90122Boyd, Stephen; Parikh, Neal; Chu, Eric; Peleato, Borja; Eckstein, Jonathan 1,300 2010 Design of affine controllers via convex optimization. Zbl 1368.93667Skaf, Joëlle; Boyd, Stephen P. 20 2010 Segmentation of ARX-models using sum-of-norms regularization. Zbl 1191.93139Ohlsson, Henrik; Ljung, Lennart; Boyd, Stephen 13 2010 Automatic code generation for real-time convex optimization. Zbl 1211.90170Mattingley, Jacob; Boyd, Stephen 11 2010 Techniques for exploring the suboptimal set. Zbl 1273.65089Skaf, Joëlle; Boyd, Stephen 6 2010 Shrinking-horizon dynamic programming. Zbl 1202.93176Skaf, Joëlle; Boyd, Stephen; Zeevi, Assaf 4 2010 Mixed linear system estimation and identification. Zbl 1177.94081Zymnis, Argyrios; Boyd, Stephen; Gorinevsky, Dimitry 2 2010 \(\ell_1\) trend filtering. Zbl 1171.37033Kim, Seung-Jean; Koh, Kwangmoo; Boyd, Stephen; Gorinevsky, Dimitry 70 2009 Sensor selection via convex optimization. Zbl 1391.90679Joshi, Siddharth; Boyd, Stephen 54 2009 Cutting-set methods for robust convex optimization with pessimizing oracles. Zbl 1173.90502Mutapcic, Almir; Boyd, Stephen 29 2009 Convex piecewise-linear fitting. Zbl 1273.65086Magnani, Alessandro; Boyd, Stephen P. 23 2009 Fastest mixing Markov chain on graphs with symmetries. Zbl 1189.05072Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin 22 2009 Analysis and synthesis of state-feedback controllers with timing jitter. Zbl 1367.93218Skaf, Joëlle; Boyd, Stephen 12 2009 Performance bounds for linear stochastic control. Zbl 1159.93356Wang, Yang; Boyd, Stephen 6 2009 Nonlinear Q-design for convex stochastic control. Zbl 1367.93219Skaf, Joëlle; Boyd, Stephen 6 2009 Optimal estimation of deterioration from diagnostic image sequence. Zbl 1391.94077Gorinevsky, Dimitry; Kim, Seung-Jean; Beard, Shawn; Boyd, Stephen; Gordon, Grant 5 2009 Relaxed maximum a posteriori fault identification. Zbl 1161.94376Zymnis, Argyrios; Boyd, Stephen; Gorinevsky, Dimitry 1 2009 Enhancing sparsity by reweighted \(\ell _{1}\) minimization. Zbl 1176.94014Candès, Emmanuel J.; Wakin, Michael B.; Boyd, Stephen P. 398 2008 Graph implementations for nonsmooth convex programs. Zbl 1205.90223Grant, Michael C.; Boyd, Stephen P. 267 2008 Minimizing effective resistance of a graph. Zbl 1134.05057Ghosh, Arpita; Boyd, Stephen; Saberi, Amin 59 2008 Further relaxations of the semidefinite programming approach to sensor network localization. Zbl 1173.90498Wang, Zizhuo; Zheng, Song; Ye, Yinyu; Boyd, Stephen 24 2008 Tractable approximate robust geometric programming. Zbl 1176.90399Hsiung, Kan-Lin; Kim, Seung-Jean; Boyd, Stephen 14 2008 A minimax theorem with applications to machine learning, signal processing, and finance. Zbl 1175.90412Kim, Seung-Jean; Boyd, Stephen 10 2008 Design of low-bandwidth spatially distributed feedback. Zbl 1367.93243Gorinevsky, Dimitry; Boyd, Stephen; Stein, Gunter 7 2008 Robust beamforming via worst-case SINR maximization. Zbl 1390.94245Kim, Seung-Jean; Magnani, Alessandro; Mutapcic, Almir; Boyd, Stephen P.; Luo, Zhi-Quan 1 2008 Filter design with low complexity coefficients. Zbl 1390.94414Skaf, Joëlle; Boyd, Stephen P. 1 2008 Distributed average consensus with least-mean-square deviation. Zbl 1109.68019Xiao, Lin; Boyd, Stephen; Kim, Seung-Jean 95 2007 A tutorial on geometric programming. Zbl 1178.90270Boyd, Stephen; Kim, Seung-Jean; Vandenberghe, Lieven; Hassibi, Arash 76 2007 Portfolio optimization with linear and fixed transaction costs. Zbl 1132.91474Lobo, Miguel Sousa; Fazel, Maryam; Boyd, Stephen 66 2007 An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen 56 2007 Generalized Chebyshev bounds via semidefinite programming. Zbl 1151.90512Vandenberghe, Lieven; Boyd, Stephen; Comanor, Katherine 31 2007 A heuristic for optimizing stochastic activity networks with applications to statistical digital circuit sizing. Zbl 1176.90083Kim, Seung-Jean; Boyd, Stephen P.; Yun, Sunghee; Patil, Dinesh D.; Horowitz, Mark A. 5 2007 Randomized gossip algorithms. Zbl 1283.94005Boyd, Stephen P.; Ghosh, Arpita; Prabhakar, Balaji; Shah, Devavrat 170 2006 Disciplined convex programming. Zbl 1130.90382Grant, Michael; Boyd, Stephen; Ye, Yinyu 58 2006 Extending scope of robust optimization: comprehensive robust counterparts of uncertain problems. Zbl 1134.90042Ben-Tal, Aharon; Boyd, Stephen; Nemirovski, Arkadi 50 2006 Optimal scaling of a gradient method for distributed resource allocation. Zbl 1330.90136Xiao, L.; Boyd, S. 33 2006 The fastest mixing Markov process on a graph and a connecting to a maximum variance unfolding problem. Zbl 1109.60324Sun, Jun; Boyd, Stephen; Xiao, Lin; Diaconis, Persi 25 2006 Fastest mixing Markov chain on a path. Zbl 1135.60046Boyd, Stephen; Diaconis, Persi; Sun, Jun; Xiao, Lin 15 2006 Convex optimization of graph Laplacian eigenvalues. Zbl 1100.05063Boyd, Stephen 10 2006 Upper bounds on algebraic connectivity via convex optimization. Zbl 1105.05045Ghosh, Arpita; Boyd, Stephen 5 2006 Optimization-based design and implementation of multidimensional zero-phase IIR filters. Zbl 1374.93344Gorinevsky, Dimitry; Boyd, Stephen 1 2006 Piecewise-affine state feedback for piecewise-affine slab systems using convex optimization. Zbl 1129.93401Rodrigues, Luis; Boyd, Stephen 36 2005 Least-squares covariance matrix adjustment. Zbl 1099.65039Boyd, Stephen; Xiao, Lin 36 2005 Digital circuit optimization via geometric programming. Zbl 1165.90655Boyd, Stephen P.; Kim, Seung-Jean; Patil, Dinesh D.; Horowitz, Mark A. 31 2005 Symmetry analysis of reversible Markov chains. Zbl 1087.60057Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin 18 2005 Robust minimum variance beamforming. Zbl 1370.78279Lorenz, Robert G.; Boyd, Stephen P. 8 2005 Joint optimization of wireless communication and networked control systems. Zbl 1112.94302Xiao, Lin; Johansson, Mikael; Hindi, Haitham; Boyd, Stephen; Goldsmith, Andrea 2 2005 Convex optimization. Zbl 1058.90049Boyd, Stephen; Vandenberghe, Lieven 2,879 2004 Fast linear iterations for distributed averaging. Zbl 1157.90347Xiao, Lin; Boyd, Stephen 238 2004 Fastest mixing Markov chain on a graph. Zbl 1063.60102Boyd, Stephen; Diaconis, Persi; Xiao, Lin 71 2004 Geometric programming duals of channel capacity and rate distortion. Zbl 1288.94032Chiang, Mung; Boyd, Stephen P. 15 2004 ...and 35 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 15,800 Authors 105 Park, Juhyun (Jessie) 71 Boyd, Stephen Poythress 67 Kwon, O. M. 65 Lam, James 58 Wang, Zidong 54 Cao, Jinde 49 Xu, Shengyuan 44 Zhong, Shou-Ming 43 Shi, Peng 40 Yuan, Xiaoming 36 Lien, Chang-Hua 32 Vũ Ngoc Phát 30 Wu, Huaining 28 Peres, Pedro L. D. 27 Jeyakumar, Vaithilingam 26 Bertsimas, Dimitris John 26 Gao, Huijun 26 Geromel, Jose Claudio 26 Huang, Tingwen 26 Khlebnikov, Mikhail Vladimirovich 26 Mahmoud, Magdi Sadik Mostafa 25 Feng, Gang 24 Chen, Jein-Shan 24 Karimi, Hamid Reza 24 Kogan, Mark Mikhailovich 24 Lasserre, Jean-Bernard 23 Balasubramaniam, Pagavathigounder 23 Cha, E. J. 23 Chen, Guanrong 23 Oliveira, Ricardo C. L. F. 22 Han, Deren 22 Li, Guoyin 22 Morari, Manfred 22 Yu, Ker-Wei 21 Duan, Zhisheng 21 Kar, Haranath 21 Liang, Jinling 20 Balandin, Dmitriĭ Vladimirovich 20 Goulart, Paul J. 20 Li, Chuandong 20 Parrilo, Pablo A. 20 Polyak, Boris Teodorovich 20 Teo, Kok Lay 20 Terlaky, Tamás 20 Wang, Long 19 Attouch, Hedy 19 Bai, Yanqin 19 Chesi, Graziano 19 Huang, Ting-Zhu 19 Li, Duan 19 Pan, Shaohua 19 Park, PooGyeon 19 Sakthivel, Rathinasamy 19 Shaked, Uri 18 Anderson, Brian David Outram 18 He, Bingsheng 18 Ho, Daniel W. C. 18 Ma, Shiqian 18 Shorten, Robert N. 18 Tran Dinh Quoc 18 Xiu, Naihua 18 Yang, Guanghong 18 Zeng, Tie Yong 18 Zhang, Shuzhong 18 Zhu, Quanxin 17 Assunção, Edvaldo 17 Billings, Stephen A. 17 Diehl, Moritz Mathias 17 Han, Qinglong 17 Kuhn, Daniel 17 Li, Xiaodi 17 Liao, Xiaofeng 17 Liu, Xiaohui 17 Liu, Xinzhi 17 Vandenberghe, Lieven 17 Xie, Lihua 16 Ahn, Choon Ki 16 Daafouz, Jamal 16 Edwards, Christopher 16 Henrion, Didier 16 Kouvaritakis, Basil A. 16 Liu, Sanyang 16 Lou, Yifei 16 Niamsup, Piyapong 16 Šiljak, Dragoslav D. 16 Toh, Kim Chuan 16 Ye, Yinyu 15 Apkarian, Pierre 15 Chen, Jenq-Der 15 Coutinho, Daniel F. 15 de Oliveira, Maurício Carvalho 15 Jian, Jinbao 15 Pang, Liping 15 Petersen, Ian Richard 15 Singh, Vimal Pratap 15 Zhang, Liwei 15 Zhang, Weihai 14 Boţ, Radu Ioan 14 de Klerk, Etienne 14 Gillis, Nicolas ...and 15,700 more Authors all top 5 Cited in 675 Serials 944 Automatica 311 Journal of the Franklin Institute 309 Systems & Control Letters 295 International Journal of Control 273 International Journal of Robust and Nonlinear Control 257 Mathematical Programming. 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