Edit Profile (opens in new tab) Boyd, Stephen Poythress Co-Author Distance 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: 165 Publications since 1982, including 4 Books 1 Contribution as Editor Co-Authors: 157 Co-Authors with 163 Joint Publications 4,030 Co-Co-Authors all top 5 Co-Authors 1 single-authored 11 Vandenberghe, Lieven 11 Xiao, Lin 10 Kim, Seung-Jean 9 Balakrishnan, Venkataramanan 9 Barratt, Shane T. 7 Chua, Leon Ong 7 Diamond, Steven 7 Moehle, Nicholas 7 Skaf, Joëlle 6 Gorinevsky, Dimitry M. 5 Diaconis, Persi Warren 4 Agrawal, Akshay 4 Wang, Yang 3 Ali, Alnur 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 Shen, Xinyue 3 Tuck, Jonathan E. 3 Wu, Shao-Po 3 Xing, Lei 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 Kochenderfer, Mykel J. 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 Stellato, Bartolomeo 2 Sun, Jun 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 Deriso, Dave 1 Desoer, Charles A. 1 Dong, Yining 1 Eckstein, Jonathan 1 Fazel, Maryam 1 Feron, Eric 1 Fougner, Christopher 1 Georgiou, Tryphon T. 1 Gindi, Jack 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 ...and 58 more Co-Authors all top 5 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 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 95 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 Statistics (62-XX) 16 Computer science (68-XX) 13 Calculus of variations and optimal control; optimization (49-XX) 7 Probability theory and stochastic processes (60-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 6 Combinatorics (05-XX) 6 Linear and multilinear algebra; matrix theory (15-XX) 6 Biology and other natural sciences (92-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 138 Publications have been cited 13,457 times in 11,449 Documents Cited by ▼ Year ▼ Linear matrix inequalities in system and control theory. Zbl 0816.93004Boyd, Stephen; Ghaoui, Laurent El; Feron, Eric; Balakrishnan, V. 3,619 1994 Convex optimization. Zbl 1058.90049Boyd, Stephen; Vandenberghe, Lieven 3,180 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 1,454 2010 Semidefinite programming. Zbl 0845.65023Vandenberghe, Lieven; Boyd, Stephen 712 1996 Enhancing sparsity by reweighted \(\ell _{1}\) minimization. Zbl 1176.94014Candès, Emmanuel J.; Wakin, Michael B.; Boyd, Stephen P. 436 2008 Applications of second-order cone programming. Zbl 0946.90050Lobo, Miguel Sousa; Vandenberghe, Lieven; Boyd, Stephen; Lebret, Hervé 410 1998 Graph implementations for nonsmooth convex programs. Zbl 1205.90223Grant, Michael C.; Boyd, Stephen P. 296 2008 Fast linear iterations for distributed averaging. Zbl 1157.90347Xiao, Lin; Boyd, Stephen 244 2004 Randomized gossip algorithms. Zbl 1283.94005Boyd, Stephen P.; Ghosh, Arpita; Prabhakar, Balaji; Shah, Devavrat 181 2006 A differential equation for modeling Nesterov’s accelerated gradient method: theory and insights. Zbl 1391.90667Su, Weijie; Boyd, Stephen; Candès, Emmanuel J. 154 2016 Linear controller design. Limits of performance. Zbl 0748.93003Boyd, Stephen P.; Barratt, Craig H. 138 1991 Fading memory and the problem of approximating nonlinear operators with Volterra series. Zbl 0587.93028Boyd, Stephen; Chua, Leon O. 126 1985 CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008Diamond, Steven; Boyd, Stephen 102 2016 Distributed average consensus with least-mean-square deviation. Zbl 1109.68019Xiao, Lin; Boyd, Stephen; Kim, Seung-Jean 97 2007 \(\ell_1\) trend filtering. Zbl 1171.37033Kim, Seung-Jean; Koh, Kwangmoo; Boyd, Stephen; Gorinevsky, Dimitry 83 2009 A tutorial on geometric programming. Zbl 1178.90270Boyd, Stephen; Kim, Seung-Jean; Vandenberghe, Lieven; Hassibi, Arash 82 2007 Fastest mixing Markov chain on a graph. Zbl 1063.60102Boyd, Stephen; Diaconis, Persi; Xiao, Lin 78 2004 A bisection method for computing the \(H_{\infty}\) norm of a transfer matrix and related problems. Zbl 0674.93020Boyd, S.; Balakrishnan, V.; Kabamba, P. 77 1989 Conic optimization via operator splitting and homogeneous self-dual embedding. Zbl 1342.90136O’Donoghue, Brendan; Chu, Eric; Parikh, Neal; Boyd, Stephen 76 2016 Determinant maximization with linear matrix inequality constraints. Zbl 0959.90039Vandenberghe, Lieven; Boyd, Stephen; Wu, Shao-Po 76 1998 Portfolio optimization with linear and fixed transaction costs. Zbl 1132.91474Lobo, Miguel Sousa; Fazel, Maryam; Boyd, Stephen 71 2007 Minimizing effective resistance of a graph. Zbl 1134.05057Ghosh, Arpita; Boyd, Stephen; Saberi, Amin 63 2008 Disciplined convex programming. Zbl 1130.90382Grant, Michael; Boyd, Stephen; Ye, Yinyu 61 2006 Sensor selection via convex optimization. Zbl 1391.90679Joshi, Siddharth; Boyd, Stephen 58 2009 An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen 57 2007 A regularity result for the singular values of a transfer matrix and a quadratically convergent algorithm for computing its \(L_{\infty}\)-norm. Zbl 0704.93014Boyd, S.; Balakrishnan, V. 56 1990 A primer on monotone operator methods. Zbl 1342.47066Ryu, Ernest K.; Boyd, Stephen 52 2016 Extending scope of robust optimization: comprehensive robust counterparts of uncertain problems. Zbl 1134.90042Ben-Tal, Aharon; Boyd, Stephen; Nemirovski, Arkadi 51 2006 Linear convergence and metric selection for Douglas-Rachford splitting and ADMM. Zbl 1364.90256Giselsson, Pontus; Boyd, Stephen 46 2017 CVXGEN: a code generator for embedded convex optimization. Zbl 1293.65095Mattingley, Jacob; Boyd, Stephen 43 2012 Method of centers for minimizing generalized eigenvalues. Zbl 0781.65051Boyd, Stephen; El Ghaoui, Laurent 40 1993 Piecewise-affine state feedback for piecewise-affine slab systems using convex optimization. Zbl 1129.93401Rodrigues, Luis; Boyd, Stephen 40 2005 Optimal scaling of a gradient method for distributed resource allocation. Zbl 1330.90136Xiao, L.; Boyd, S. 39 2006 Generalized low rank models. Zbl 1350.68221Udell, Madeleine; Horn, Corinne; Zadeh, Reza; Boyd, Stephen 37 2016 Variations and extension of the convex-concave procedure. Zbl 1364.90260Lipp, Thomas; Boyd, Stephen 37 2016 Least-squares covariance matrix adjustment. Zbl 1099.65039Boyd, Stephen; Xiao, Lin 37 2005 OSQP: an operator splitting solver for quadratic programs. Zbl 1452.90236Stellato, Bartolomeo; Banjac, Goran; Goulart, Paul; Bemporad, Alberto; Boyd, Stephen 36 2020 Structured and simultaneous Lyapunov functions for system stability problems. Zbl 0683.93057Boyd, Stephen; Yang, Qinping 35 1989 A primal-dual potential reduction method for problems involving matrix inequalities. Zbl 0857.90104Vandenberghe, Lieven; Boyd, Stephen 34 1995 Digital circuit optimization via geometric programming. Zbl 1165.90655Boyd, Stephen P.; Kim, Seung-Jean; Patil, Dinesh D.; Horowitz, Mark A. 33 2005 Applications of semidefinite programming. Zbl 0956.90031Vandenberghe, Lieven; Boyd, Stephen 32 1999 Cutting-set methods for robust convex optimization with pessimizing oracles. Zbl 1173.90502Mutapcic, Almir; Boyd, Stephen 31 2009 Generalized Chebyshev bounds via semidefinite programming. Zbl 1151.90512Vandenberghe, Lieven; Boyd, Stephen; Comanor, Katherine 31 2007 Set-membership identification of systems with parametric and nonparametric uncertainty. Zbl 0767.93016Kosut, Robert L.; Lau, Ming K.; Boyd, Stephen P. 27 1992 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 26 2006 Fastest mixing Markov chain on graphs with symmetries. Zbl 1189.05072Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin 25 2009 Convex piecewise-linear fitting. Zbl 1273.65086Magnani, Alessandro; Boyd, Stephen P. 25 2009 Further relaxations of the semidefinite programming approach to sensor network localization. Zbl 1173.90498Wang, Zizhuo; Zheng, Song; Ye, Yinyu; Boyd, Stephen 25 2008 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 Analytical foundations of Volterra series. Zbl 0668.93042Boyd, Stephen; Chua, L. O.; Desoer, C. A. 23 1984 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 Introduction to applied linear algebra. Vectors, matrices, and least squares. Zbl 1406.15001Boyd, Stephen; Vandenberghe, Lieven 21 2018 Extensions of Gauss quadrature via linear programming. Zbl 1327.65049Ryu, Ernest K.; Boyd, Stephen P. 21 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. 19 1983 Symmetry analysis of reversible Markov chains. Zbl 1087.60057Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin 19 2005 Segmentation of ARX-models using sum-of-norms regularization. Zbl 1191.93139Ohlsson, Henrik; Ljung, Lennart; Boyd, Stephen 16 2010 MIMO PID tuning via iterated LMI restriction. Zbl 1417.93162Boyd, Stephen; Hast, Martin; Åström, Karl Johan 16 2016 Receding horizon control: automatic generation of high-speed solvers. Zbl 1395.93207Mattingley, Jacob; Wang, Yang; Boyd, Stephen 16 2011 Tractable approximate robust geometric programming. Zbl 1176.90399Hsiung, Kan-Lin; Kim, Seung-Jean; Boyd, Stephen 16 2008 Measuring Volterra kernels. Zbl 0518.93058Boyd, Stephen; Tang, Y. S.; Chua, Leon O. 15 1983 Block splitting for distributed optimization. Zbl 1305.90291Parikh, Neal; Boyd, Stephen 15 2014 Geometric programming duals of channel capacity and rate distortion. Zbl 1288.94032Chiang, Mung; Boyd, Stephen P. 15 2004 Infeasibility detection in the alternating direction method of multipliers for convex optimization. Zbl 1429.90050Banjac, Goran; Goulart, Paul; Stellato, Bartolomeo; Boyd, Stephen 15 2019 Fastest mixing Markov chain on a path. Zbl 1135.60046Boyd, Stephen; Diaconis, Persi; Sun, Jun; Xiao, Lin 15 2006 Analysis and synthesis of state-feedback controllers with timing jitter. Zbl 1367.93218Skaf, Joëlle; Boyd, Stephen 13 2009 Automatic code generation for real-time convex optimization. Zbl 1211.90170Mattingley, Jacob; Boyd, Stephen 13 2010 Metric selection in fast dual forward-backward splitting. Zbl 1330.49032Giselsson, Pontus; Boyd, Stephen 12 2015 Comparison of peak and RMS gains for discrete-time systems. Zbl 0644.93050Boyd, Stephen; Doyle, John 11 1987 A minimax theorem with applications to machine learning, signal processing, and finance. Zbl 1175.90412Kim, Seung-Jean; Boyd, Stephen 11 2008 Convex optimization of graph Laplacian eigenvalues. Zbl 1100.05063Boyd, Stephen 11 2006 Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations. Zbl 07284421Zhang, Junzi; O’Donoghue, Brendan; Boyd, Stephen 11 2020 Anderson accelerated Douglas-Rachford splitting. Zbl 1458.90511Fu, Anqi; Zhang, Junzi; Boyd, Stephen 11 2020 Obstacle collision detection using best ellipsoid fit. Zbl 1067.68775Rimon, Elon; Boyd, Stephen P. 10 1997 Iterative water-filling for Gaussian vector multiple-access channels. Zbl 1301.94059Yu, Wei; Rhee, Wonjong; Boyd, Stephen P.; Cioffi, John M. 10 2004 Robust minimum variance beamforming. Zbl 1370.78279Lorenz, Robert G.; Boyd, Stephen P. 9 2005 Global optimization in control system analysis and design. Zbl 0795.93040Balakrishnan, Venkataramanan; Boyd, Stephen 9 1992 FIR filter design via spectral factorization and convex optimization. Zbl 0963.93026Wu, Shao-Po; Boyd, Stephen; Vandenberghe, Lieven 9 1999 Smoothed state estimates under abrupt changes using sum-of-norms regularization. Zbl 1238.93105Ohlsson, Henrik; Gustafsson, Fredrik; Ljung, Lennart; Boyd, Stephen 9 2012 Joint optimization of communication rates and linear systems. Zbl 1364.90099Xiao, Lin; Johansson, Mikael; Hindi, Haitham; Boyd, Stephen; Goldsmith, Andrea 9 2003 Multi-period portfolio selection with drawdown control. Zbl 1430.91088Nystrup, Peter; Boyd, Stephen; Lindström, Erik; Madsen, Henrik 9 2019 Connections between semi-infinite and semidefinite programming. Zbl 0908.90257Vandenberghe, Lieven; Boyd, Stephen 8 1998 Approximate dynamic programming via iterated Bellman inequalities. Zbl 1317.93237Wang, Yang; O’Donoghue, Brendan; Boyd, Stephen 8 2015 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 8 2018 On computing the worst-case peak gain of linear systems. Zbl 0778.93072Balakrishnan, V.; Boyd, S. 7 1992 Design of low-bandwidth spatially distributed feedback. Zbl 1367.93243Gorinevsky, Dimitry; Boyd, Stephen; Stein, Gunter 7 2008 Necessary and sufficient conditions for parameter convergence in adaptive control. Zbl 0594.93042Boyd, Stephen; Sastry, S. S. 7 1984 A simple effective heuristic for embedded mixed-integer quadratic programming. Zbl 1434.90117Takapoui, Reza; Moehle, Nicholas; Boyd, Stephen; Bemporad, Alberto 7 2020 Nonlinear Q-design for convex stochastic control. Zbl 1367.93219Skaf, Joëlle; Boyd, Stephen 6 2009 A general system for heuristic minimization of convex functions over non-convex sets. Zbl 1386.90182Diamond, S.; Takapoui, R.; Boyd, S. 6 2018 Bounding duality gap for separable problems with linear constraints. Zbl 1351.90135Udell, Madeleine; Boyd, Stephen 6 2016 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 Disciplined geometric programming. Zbl 1425.90078Agrawal, Akshay; Diamond, Steven; Boyd, Stephen 6 2019 Upper bounds on algebraic connectivity via convex optimization. Zbl 1105.05045Ghosh, Arpita; Boyd, Stephen 6 2006 A distributed method for fitting Laplacian regularized stratified models. Zbl 07370577Tuck, Jonathan; Barratt, Shane; Boyd, Stephen 6 2021 Minimum-time speed optimisation over a fixed path. Zbl 1292.49035Lipp, Thomas; Boyd, Stephen 5 2014 Optimal estimation of deterioration from diagnostic image sequence. Zbl 1391.94077Gorinevsky, Dimitry; Kim, Seung-Jean; Beard, Shawn; Boyd, Stephen; Gordon, Grant 5 2009 A perspective-based convex relaxation for switched-affine optimal control. Zbl 1325.93026Moehle, Nicholas; Boyd, Stephen 5 2015 Fitting Laplacian regularized stratified Gaussian models. Zbl 07545228Tuck, Jonathan; Boyd, Stephen 1 2022 A distributed method for fitting Laplacian regularized stratified models. Zbl 07370577Tuck, Jonathan; Barratt, Shane; Boyd, Stephen 6 2021 Tax-aware portfolio construction via convex optimization. Zbl 1470.91247Moehle, Nicholas; Kochenderfer, Mykel J.; Boyd, Stephen; Ang, Andrew 1 2021 OSQP: an operator splitting solver for quadratic programs. Zbl 1452.90236Stellato, Bartolomeo; Banjac, Goran; Goulart, Paul; Bemporad, Alberto; Boyd, Stephen 36 2020 Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations. Zbl 07284421Zhang, Junzi; O’Donoghue, Brendan; Boyd, Stephen 11 2020 Anderson accelerated Douglas-Rachford splitting. Zbl 1458.90511Fu, Anqi; Zhang, Junzi; Boyd, Stephen 11 2020 A simple effective heuristic for embedded mixed-integer quadratic programming. Zbl 1434.90117Takapoui, Reza; Moehle, Nicholas; Boyd, Stephen; Bemporad, Alberto 7 2020 Disciplined quasiconvex programming. Zbl 1459.90148Agrawal, Akshay; Boyd, Stephen 5 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. 3 2020 Minimizing a sum of clipped convex functions. Zbl 1460.90129Barratt, Shane; Angeris, Guillermo; Boyd, Stephen 1 2020 Infeasibility detection in the alternating direction method of multipliers for convex optimization. Zbl 1429.90050Banjac, Goran; Goulart, Paul; Stellato, Bartolomeo; Boyd, Stephen 15 2019 Multi-period portfolio selection with drawdown control. Zbl 1430.91088Nystrup, Peter; Boyd, Stephen; Lindström, Erik; Madsen, Henrik 9 2019 Disciplined geometric programming. Zbl 1425.90078Agrawal, Akshay; Diamond, Steven; Boyd, Stephen 6 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 Dynamic energy management. Zbl 1446.90158Moehle, Nicholas; Busseti, Enzo; Boyd, Stephen; Wytock, Matt 2 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 Introduction to applied linear algebra. Vectors, matrices, and least squares. Zbl 1406.15001Boyd, Stephen; Vandenberghe, Lieven 21 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 8 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 4 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 46 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 3 2017 A differential equation for modeling Nesterov’s accelerated gradient method: theory and insights. Zbl 1391.90667Su, Weijie; Boyd, Stephen; Candès, Emmanuel J. 154 2016 CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008Diamond, Steven; Boyd, Stephen 102 2016 Conic optimization via operator splitting and homogeneous self-dual embedding. Zbl 1342.90136O’Donoghue, Brendan; Chu, Eric; Parikh, Neal; Boyd, Stephen 76 2016 A primer on monotone operator methods. Zbl 1342.47066Ryu, Ernest K.; Boyd, Stephen 52 2016 Generalized low rank models. Zbl 1350.68221Udell, Madeleine; Horn, Corinne; Zadeh, Reza; Boyd, Stephen 37 2016 Variations and extension of the convex-concave procedure. Zbl 1364.90260Lipp, Thomas; Boyd, Stephen 37 2016 MIMO PID tuning via iterated LMI restriction. Zbl 1417.93162Boyd, Stephen; Hast, Martin; Åström, Karl Johan 16 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. 21 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 8 2015 A perspective-based convex relaxation for switched-affine optimal control. Zbl 1325.93026Moehle, Nicholas; Boyd, Stephen 5 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 Optimal current waveforms for brushless permanent magnet motors. Zbl 1335.49063Moehle, Nicholas; Boyd, Stephen 2 2015 Block splitting for distributed optimization. Zbl 1305.90291Parikh, Neal; Boyd, Stephen 15 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 43 2012 Smoothed state estimates under abrupt changes using sum-of-norms regularization. Zbl 1238.93105Ohlsson, Henrik; Gustafsson, Fredrik; Ljung, Lennart; Boyd, Stephen 9 2012 Receding horizon control: automatic generation of high-speed solvers. Zbl 1395.93207Mattingley, Jacob; Wang, Yang; Boyd, Stephen 16 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 1,454 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 16 2010 Automatic code generation for real-time convex optimization. Zbl 1211.90170Mattingley, Jacob; Boyd, Stephen 13 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 83 2009 Sensor selection via convex optimization. Zbl 1391.90679Joshi, Siddharth; Boyd, Stephen 58 2009 Cutting-set methods for robust convex optimization with pessimizing oracles. Zbl 1173.90502Mutapcic, Almir; Boyd, Stephen 31 2009 Fastest mixing Markov chain on graphs with symmetries. Zbl 1189.05072Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin 25 2009 Convex piecewise-linear fitting. Zbl 1273.65086Magnani, Alessandro; Boyd, Stephen P. 25 2009 Analysis and synthesis of state-feedback controllers with timing jitter. Zbl 1367.93218Skaf, Joëlle; Boyd, Stephen 13 2009 Nonlinear Q-design for convex stochastic control. Zbl 1367.93219Skaf, Joëlle; Boyd, Stephen 6 2009 Performance bounds for linear stochastic control. Zbl 1159.93356Wang, Yang; 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. 436 2008 Graph implementations for nonsmooth convex programs. Zbl 1205.90223Grant, Michael C.; Boyd, Stephen P. 296 2008 Minimizing effective resistance of a graph. Zbl 1134.05057Ghosh, Arpita; Boyd, Stephen; Saberi, Amin 63 2008 Further relaxations of the semidefinite programming approach to sensor network localization. Zbl 1173.90498Wang, Zizhuo; Zheng, Song; Ye, Yinyu; Boyd, Stephen 25 2008 Tractable approximate robust geometric programming. Zbl 1176.90399Hsiung, Kan-Lin; Kim, Seung-Jean; Boyd, Stephen 16 2008 A minimax theorem with applications to machine learning, signal processing, and finance. Zbl 1175.90412Kim, Seung-Jean; Boyd, Stephen 11 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 97 2007 A tutorial on geometric programming. Zbl 1178.90270Boyd, Stephen; Kim, Seung-Jean; Vandenberghe, Lieven; Hassibi, Arash 82 2007 Portfolio optimization with linear and fixed transaction costs. Zbl 1132.91474Lobo, Miguel Sousa; Fazel, Maryam; Boyd, Stephen 71 2007 An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen 57 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 181 2006 Disciplined convex programming. Zbl 1130.90382Grant, Michael; Boyd, Stephen; Ye, Yinyu 61 2006 Extending scope of robust optimization: comprehensive robust counterparts of uncertain problems. Zbl 1134.90042Ben-Tal, Aharon; Boyd, Stephen; Nemirovski, Arkadi 51 2006 Optimal scaling of a gradient method for distributed resource allocation. Zbl 1330.90136Xiao, L.; Boyd, S. 39 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 26 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 11 2006 Upper bounds on algebraic connectivity via convex optimization. Zbl 1105.05045Ghosh, Arpita; Boyd, Stephen 6 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 40 2005 Least-squares covariance matrix adjustment. Zbl 1099.65039Boyd, Stephen; Xiao, Lin 37 2005 Digital circuit optimization via geometric programming. Zbl 1165.90655Boyd, Stephen P.; Kim, Seung-Jean; Patil, Dinesh D.; Horowitz, Mark A. 33 2005 Symmetry analysis of reversible Markov chains. Zbl 1087.60057Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin 19 2005 Robust minimum variance beamforming. Zbl 1370.78279Lorenz, Robert G.; Boyd, Stephen P. 9 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 3,180 2004 ...and 38 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 17,060 Authors 108 Park, Juhyun (Jessie) 83 Boyd, Stephen Poythress 69 Kwon, O. M. 65 Lam, James 61 Wang, Zidong 56 Cao, Jinde 51 Xu, Shengyuan 44 Zhong, Shou-Ming 43 Shi, Peng 40 Yuan, Xiaoming 37 Lien, Chang-Hua 33 Vũ Ngoc Phát 31 Wu, Huaining 29 Peres, Pedro L. D. 28 Bertsimas, Dimitris John 28 Huang, Tingwen 27 Feng, Gang 27 Jeyakumar, Vaithilingam 27 Khlebnikov, Mikhail Vladimirovich 26 Gao, Huijun 26 Geromel, Jose Claudio 26 Mahmoud, Magdi Sadik Mostafa 25 Chen, Guanrong 24 Balasubramaniam, Pagavathigounder 24 Cha, E. J. 24 Chen, Jein-Shan 24 Karimi, Hamid Reza 24 Kogan, Mark Mikhailovich 24 Lasserre, Jean-Bernard 24 Morari, Manfred 24 Oliveira, Ricardo C. L. F. 23 Han, Deren 23 Liang, Jinling 22 Duan, Zhisheng 22 Kar, Haranath 22 Li, Guoyin 22 Parrilo, Pablo A. 22 Terlaky, Tamás 22 Yu, Ker-Wei 21 Attouch, Hedy 21 Goulart, Paul J. 21 Huang, Ting-Zhu 21 Li, Chuandong 20 Chesi, Graziano 20 Ho, Daniel W. C. 20 Polyak, Boris Teodorovich 20 Teo, Kok Lay 20 Wang, Long 20 Zeng, Tie Yong 20 Zhang, Shuzhong 20 Zhu, Quanxin 19 Anderson, Brian David Outram 19 Bai, Yanqin 19 Balandin, Dmitriĭ Vladimirovich 19 Diehl, Moritz Mathias 19 Li, Duan 19 Lou, Yifei 19 Pan, Shaohua 19 Park, PooGyeon 19 Sakthivel, Rathinasamy 19 Shaked, Uri 19 Tran Dinh Quoc 18 Assunção, Edvaldo 18 Daafouz, Jamal 18 He, Bingsheng 18 Liao, Xiaofeng 18 Liu, Xiaohui 18 Liu, Xinzhi 18 Ma, Shiqian 18 Shorten, Robert N. 18 Vandenberghe, Lieven 18 Xiu, Naihua 18 Yang, Guanghong 17 Billings, Stephen A. 17 Han, Qinglong 17 Henrion, Didier 17 Jian, Jinbao 17 Kouvaritakis, Basil A. 17 Kuhn, Daniel 17 Li, Xiaodi 17 Xie, Lihua 17 Zhang, Liwei 16 Ahn, Choon Ki 16 Boţ, Radu Ioan 16 Chen, Jenq-Der 16 Edwards, Christopher 16 Lisser, Abdel 16 Liu, Sanyang 16 Niamsup, Piyapong 16 Petersen, Ian Richard 16 Šiljak, Dragoslav D. 15 Álamo, Teodoro 15 Apkarian, Pierre 15 Coutinho, Daniel F. 15 de Klerk, Etienne 15 de Oliveira, Maurício Carvalho 15 Jungers, Raphaël M. 15 Noll, Dominikus 15 Pang, Liping 15 Singh, Vimal Pratap ...and 16,960 more Authors all top 5 Cited in 690 Serials 1,021 Automatica 337 Journal of the Franklin Institute 329 Systems & Control Letters 305 International Journal of Control 277 International Journal of Robust and Nonlinear Control 265 Mathematical Programming. 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Series A: Theory and Methods 24 Journal of Inequalities and Applications 24 Foundations of Computational Mathematics 23 Discrete Dynamics in Nature and Society 22 Computational Statistics 22 Journal of Vibration and Control ...and 590 more Serials all top 5 Cited in 62 Fields 4,749 Systems theory; control (93-XX) 3,952 Operations research, mathematical programming (90-XX) 1,619 Numerical analysis (65-XX) 1,523 Computer science (68-XX) 1,299 Statistics (62-XX) 844 Information and communication theory, circuits (94-XX) 801 Calculus of variations and optimal control; optimization (49-XX) 650 Ordinary differential equations (34-XX) 569 Linear and multilinear algebra; matrix theory (15-XX) 560 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 502 Biology and other natural sciences (92-XX) 430 Probability theory and stochastic processes (60-XX) 290 Combinatorics (05-XX) 233 Dynamical systems and ergodic theory (37-XX) 210 Operator theory (47-XX) 176 Partial differential equations (35-XX) 159 Quantum theory (81-XX) 135 Mechanics of deformable solids (74-XX) 132 Convex and discrete geometry (52-XX) 113 Functional analysis (46-XX) 98 Mechanics of particles and systems (70-XX) 81 Real functions (26-XX) 72 Algebraic geometry (14-XX) 72 Fluid mechanics (76-XX) 65 Harmonic analysis on Euclidean spaces (42-XX) 60 Statistical mechanics, structure of matter (82-XX) 58 Approximations and expansions (41-XX) 43 Optics, electromagnetic theory (78-XX) 33 Commutative algebra (13-XX) 31 Difference and functional equations (39-XX) 30 Functions of a complex variable (30-XX) 26 Mathematical logic and foundations (03-XX) 24 Geophysics (86-XX) 22 Number theory (11-XX) 22 Differential geometry (53-XX) 22 Global analysis, analysis on manifolds (58-XX) 17 Geometry (51-XX) 16 Field theory and polynomials (12-XX) 15 Integral equations (45-XX) 14 Integral transforms, operational calculus (44-XX) 13 Nonassociative rings and algebras (17-XX) 13 Classical thermodynamics, heat transfer (80-XX) 12 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 Special functions (33-XX) 8 Order, lattices, ordered algebraic structures (06-XX) 7 Associative rings and algebras (16-XX) 7 Measure and integration (28-XX) 7 General topology (54-XX) 6 Abstract harmonic analysis (43-XX) 6 Algebraic topology (55-XX) 6 Manifolds and cell complexes (57-XX) 6 Astronomy and astrophysics (85-XX) 5 General and overarching topics; collections (00-XX) 5 Topological groups, Lie groups (22-XX) 4 Potential theory (31-XX) 3 Sequences, series, summability (40-XX) 3 Mathematics education (97-XX) 2 General algebraic systems (08-XX) 2 Category theory; homological algebra (18-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. 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