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: 189 Publications since 1982, including 4 Books and 15 Additional arXiv Preprints 1 Contribution as Editor Software Indexed: 27 Packages Co-Authors: 168 Co-Authors with 180 Joint Publications 4,556 Co-Co-Authors all top 5 Co-Authors 1 single-authored 13 Barratt, Shane T. 11 Diamond, Steven 11 Vandenberghe, Lieven 11 Xiao, Lin 10 Kim, Seung-Jean 9 Balakrishnan, Venkataramanan 7 Agrawal, Akshay 7 Chua, Leon Ong 7 Moehle, Nicholas 7 Skaf, Joëlle 6 Gorinevsky, Dimitry M. 6 Shen, Xinyue 5 Diaconis, Persi Warren 5 Tuck, Jonathan E. 4 Wang, Yang 3 Ali, Alnur 3 Angeris, Guillermo 3 Banjac, Goran 3 Barratt, Craig H. 3 Bemporad, Alberto 3 Busseti, Enzo 3 Candès, Emmanuel J. 3 Fu, Anqi 3 Ghosh, Arpita 3 Giselsson, Pontus 3 Goulart, Paul J. 3 Hallac, David 3 Lipp, Thomas 3 Luo, Zhi-Quan 3 Luxenberg, Eric 3 Mattingley, Jacob 3 Nobel, Parth 3 O’Donoghue, Brendan 3 Parikh, Neal 3 Park, Jaehyun 3 Stellato, Bartolomeo 3 Udell, Madeleine 3 Wu, Shao-Po 3 Xing, Lei 2 Balemi, Silvano 2 Devanathan, Nikhil 2 El Ghaoui, Laurent M. 2 Goldsmith, Andrea J. 2 Grant, Michael C. 2 Gu, Yuantao 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 Moursi, Walaa M. 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 Sun, Jun 2 Takapoui, Reza 2 Ungun, Barıṣ 2 Wytock, Matt 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 Bell, Logan 1 Ben-Tal, Aharon 1 Blondel, Vincent D. 1 Boyd, Nicholas 1 Breschi, Valentina 1 Chen, Yuwen 1 Chiang, Mung 1 Cioffi, John M. 1 Comanor, Katherine 1 Deriso, Dave 1 Desoer, Charles A. 1 Dong, Yining 1 Doyle, John C. 1 Eckstein, Jonathan 1 Fält, Mattias 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 ...and 83 more Co-Authors all top 5 Serials 22 Optimization and Engineering 10 IEEE Transactions on Automatic Control 9 Journal of Optimization Theory and Applications 9 Systems & Control Letters 7 IEEE Transactions on Signal Processing 7 SIAM Review 7 International Journal of Robust and Nonlinear Control 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 2 Statistics and Computing 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 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 103 Operations research, mathematical programming (90-XX) 55 Systems theory; control (93-XX) 34 Numerical analysis (65-XX) 24 Information and communication theory, circuits (94-XX) 19 Statistics (62-XX) 17 Calculus of variations and optimal control; optimization (49-XX) 16 Computer science (68-XX) 11 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 8 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) 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 144 Publications have been cited 17,115 times in 14,610 Documents Cited by ▼ Year ▼ Linear matrix inequalities in system and control theory. Zbl 0816.93004 Boyd, Stephen; Ghaoui, Laurent El; Feron, Eric; Balakrishnan, V. 4,889 1994 Convex optimization. Zbl 1058.90049 Boyd, Stephen; Vandenberghe, Lieven 4,199 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 1,861 2010 Semidefinite programming. Zbl 0845.65023 Vandenberghe, Lieven; Boyd, Stephen 790 1996 Enhancing sparsity by reweighted \(\ell _{1}\) minimization. Zbl 1176.94014 Candès, Emmanuel J.; Wakin, Michael B.; Boyd, Stephen P. 514 2008 Applications of second-order cone programming. Zbl 0946.90050 Lobo, Miguel Sousa; Vandenberghe, Lieven; Boyd, Stephen; Lebret, Hervé 439 1998 Graph implementations for nonsmooth convex programs. Zbl 1205.90223 Grant, Michael C.; Boyd, Stephen P. 351 2008 Fast linear iterations for distributed averaging. Zbl 1157.90347 Xiao, Lin; Boyd, Stephen 267 2004 A differential equation for modeling Nesterov’s accelerated gradient method: theory and insights. Zbl 1391.90667 Su, Weijie; Boyd, Stephen; Candès, Emmanuel J. 236 2016 Randomized gossip algorithms. Zbl 1283.94005 Boyd, Stephen P.; Ghosh, Arpita; Prabhakar, Balaji; Shah, Devavrat 218 2006 CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008 Diamond, Steven; Boyd, Stephen 164 2016 Linear controller design. Limits of performance. Zbl 0748.93003 Boyd, Stephen P.; Barratt, Craig H. 156 1991 Fading memory and the problem of approximating nonlinear operators with Volterra series. Zbl 0587.93028 Boyd, Stephen; Chua, Leon O. 143 1985 \(\ell_1\) trend filtering. Zbl 1171.37033 Kim, Seung-Jean; Koh, Kwangmoo; Boyd, Stephen; Gorinevsky, Dimitry 121 2009 Distributed average consensus with least-mean-square deviation. Zbl 1109.68019 Xiao, Lin; Boyd, Stephen; Kim, Seung-Jean 113 2007 Conic optimization via operator splitting and homogeneous self-dual embedding. Zbl 1342.90136 O’Donoghue, Brendan; Chu, Eric; Parikh, Neal; Boyd, Stephen 100 2016 A tutorial on geometric programming. Zbl 1178.90270 Boyd, Stephen; Kim, Seung-Jean; Vandenberghe, Lieven; Hassibi, Arash 98 2007 Fastest mixing Markov chain on a graph. Zbl 1063.60102 Boyd, Stephen; Diaconis, Persi; Xiao, Lin 94 2004 Minimizing effective resistance of a graph. Zbl 1134.05057 Ghosh, Arpita; Boyd, Stephen; Saberi, Amin 84 2008 Determinant maximization with linear matrix inequality constraints. Zbl 0959.90039 Vandenberghe, Lieven; Boyd, Stephen; Wu, Shao-Po 84 1998 A bisection method for computing the \(H_{\infty}\) norm of a transfer matrix and related problems. Zbl 0674.93020 Boyd, S.; Balakrishnan, V.; Kabamba, P. 79 1989 Portfolio optimization with linear and fixed transaction costs. Zbl 1132.91474 Lobo, Miguel Sousa; Fazel, Maryam; Boyd, Stephen 78 2007 Disciplined convex programming. Zbl 1130.90382 Grant, Michael; Boyd, Stephen; Ye, Yinyu 77 2006 Sensor selection via convex optimization. Zbl 1391.90679 Joshi, Siddharth; Boyd, Stephen 73 2009 An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092 Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen 71 2007 OSQP: an operator splitting solver for quadratic programs. Zbl 1452.90236 Stellato, Bartolomeo; Banjac, Goran; Goulart, Paul; Bemporad, Alberto; Boyd, Stephen 68 2020 A primer on monotone operator methods. Zbl 1342.47066 Ryu, Ernest K.; Boyd, Stephen 67 2016 A regularity result for the singular values of a transfer matrix and a quadratically convergent algorithm for computing its \(L_{\infty}\)-norm. Zbl 0704.93014 Boyd, S.; Balakrishnan, V. 65 1990 Linear convergence and metric selection for Douglas-Rachford splitting and ADMM. Zbl 1364.90256 Giselsson, Pontus; Boyd, Stephen 57 2017 Extending scope of robust optimization: comprehensive robust counterparts of uncertain problems. Zbl 1134.90042 Ben-Tal, Aharon; Boyd, Stephen; Nemirovski, Arkadi 56 2006 CVXGEN: a code generator for embedded convex optimization. Zbl 1293.65095 Mattingley, Jacob; Boyd, Stephen 49 2012 Optimal scaling of a gradient method for distributed resource allocation. Zbl 1330.90136 Xiao, L.; Boyd, S. 48 2006 Variations and extension of the convex-concave procedure. Zbl 1364.90260 Lipp, Thomas; Boyd, Stephen 47 2016 Piecewise-affine state feedback for piecewise-affine slab systems using convex optimization. Zbl 1129.93401 Rodrigues, Luis; Boyd, Stephen 45 2005 Generalized low rank models. Zbl 1350.68221 Udell, Madeleine; Horn, Corinne; Zadeh, Reza; Boyd, Stephen 44 2016 Method of centers for minimizing generalized eigenvalues. Zbl 0781.65051 Boyd, Stephen; El Ghaoui, Laurent 42 1993 Structured and simultaneous Lyapunov functions for system stability problems. Zbl 0683.93057 Boyd, Stephen; Yang, Qinping 38 1989 A primal-dual potential reduction method for problems involving matrix inequalities. Zbl 0857.90104 Vandenberghe, Lieven; Boyd, Stephen 37 1995 Introduction to applied linear algebra. Vectors, matrices, and least squares. Zbl 1406.15001 Boyd, Stephen; Vandenberghe, Lieven 37 2018 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. 35 2005 Applications of semidefinite programming. Zbl 0956.90031 Vandenberghe, Lieven; Boyd, Stephen 35 1999 Cutting-set methods for robust convex optimization with pessimizing oracles. Zbl 1173.90502 Mutapcic, Almir; Boyd, Stephen 35 2009 Generalized Chebyshev bounds via semidefinite programming. Zbl 1151.90512 Vandenberghe, Lieven; Boyd, Stephen; Comanor, Katherine 33 2007 Convex piecewise-linear fitting. Zbl 1273.65086 Magnani, Alessandro; Boyd, Stephen P. 30 2009 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 30 2006 Fastest mixing Markov chain on graphs with symmetries. Zbl 1189.05072 Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin 29 2009 Set-membership identification of systems with parametric and nonparametric uncertainty. Zbl 0767.93016 Kosut, Robert L.; Lau, Ming K.; Boyd, Stephen P. 27 1992 MIMO PID tuning via iterated LMI restriction. Zbl 1417.93162 Boyd, Stephen; Hast, Martin; Åström, Karl Johan 26 2016 Further relaxations of the semidefinite programming approach to sensor network localization. Zbl 1173.90498 Wang, Zizhuo; Zheng, Song; Ye, Yinyu; Boyd, Stephen 26 2008 Analytical foundations of Volterra series. Zbl 0668.93042 Boyd, Stephen; Chua, L. O.; Desoer, C. A. 25 1984 Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations. Zbl 1525.47126 Zhang, Junzi; O’Donoghue, Brendan; Boyd, Stephen 25 2020 On parameter convergence in adaptive control. Zbl 0542.93038 Boyd, S.; Sastry, S. 24 1983 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 Anderson accelerated Douglas-Rachford splitting. Zbl 1458.90511 Fu, Anqi; Zhang, Junzi; Boyd, Stephen 24 2020 Extensions of Gauss quadrature via linear programming. Zbl 1327.65049 Ryu, Ernest K.; Boyd, Stephen P. 24 2015 Design of affine controllers via convex optimization. Zbl 1368.93667 Skaf, Joëlle; Boyd, Stephen P. 23 2010 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. 23 1988 Symmetry analysis of reversible Markov chains. Zbl 1087.60057 Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin 21 2005 Receding horizon control: automatic generation of high-speed solvers. Zbl 1395.93207 Mattingley, Jacob; Wang, Yang; Boyd, Stephen 18 2011 Segmentation of ARX-models using sum-of-norms regularization. Zbl 1191.93139 Ohlsson, Henrik; Ljung, Lennart; Boyd, Stephen 18 2010 Block splitting for distributed optimization. Zbl 1305.90291 Parikh, Neal; Boyd, Stephen 17 2014 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 Fastest mixing Markov chain on a path. Zbl 1135.60046 Boyd, Stephen; Diaconis, Persi; Sun, Jun; Xiao, Lin 17 2006 Measuring Volterra kernels. Zbl 0518.93058 Boyd, Stephen; Tang, Y. S.; Chua, Leon O. 16 1983 Tractable approximate robust geometric programming. Zbl 1176.90399 Hsiung, Kan-Lin; Kim, Seung-Jean; Boyd, Stephen 16 2008 Geometric programming duals of channel capacity and rate distortion. Zbl 1288.94032 Chiang, Mung; Boyd, Stephen P. 15 2004 Analysis and synthesis of state-feedback controllers with timing jitter. Zbl 1367.93218 Skaf, Joëlle; Boyd, Stephen 14 2009 Multi-period portfolio selection with drawdown control. Zbl 1430.91088 Nystrup, Peter; Boyd, Stephen; Lindström, Erik; Madsen, Henrik 14 2019 A minimax theorem with applications to machine learning, signal processing, and finance. Zbl 1175.90412 Kim, Seung-Jean; Boyd, Stephen 13 2008 Metric selection in fast dual forward-backward splitting. Zbl 1330.49032 Giselsson, Pontus; Boyd, Stephen 13 2015 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 A simple effective heuristic for embedded mixed-integer quadratic programming. Zbl 1434.90117 Takapoui, Reza; Moehle, Nicholas; Boyd, Stephen; Bemporad, Alberto 12 2020 Disciplined geometric programming. Zbl 1425.90078 Agrawal, Akshay; Diamond, Steven; Boyd, Stephen 12 2019 Obstacle collision detection using best ellipsoid fit. Zbl 1067.68775 Rimon, Elon; Boyd, Stephen P. 11 1997 Global optimization in control system analysis and design. Zbl 0795.93040 Balakrishnan, Venkataramanan; Boyd, Stephen 11 1992 Fitting jump models. Zbl 1406.93315 Bemporad, Alberto; Breschi, Valentina; Piga, Dario; Boyd, Stephen P. 11 2018 Convex optimization of graph Laplacian eigenvalues. Zbl 1100.05063 Boyd, Stephen 11 2006 FIR filter design via spectral factorization and convex optimization. Zbl 0963.93026 Wu, Shao-Po; Boyd, Stephen; Vandenberghe, Lieven 10 1999 A general system for heuristic minimization of convex functions over non-convex sets. Zbl 1386.90182 Diamond, S.; Takapoui, R.; Boyd, S. 10 2018 Iterative water-filling for Gaussian vector multiple-access channels. Zbl 1301.94059 Yu, Wei; Rhee, Wonjong; Boyd, Stephen P.; Cioffi, John M. 10 2004 Smoothed state estimates under abrupt changes using sum-of-norms regularization. Zbl 1238.93105 Ohlsson, Henrik; Gustafsson, Fredrik; Ljung, Lennart; Boyd, Stephen 10 2012 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 On computing the worst-case peak gain of linear systems. Zbl 0778.93072 Balakrishnan, V.; Boyd, S. 8 1992 Parameter selection and preconditioning for a graph form solver. Zbl 1407.93126 Fougner, Christopher; Boyd, Stephen 8 2018 A perspective-based convex relaxation for switched-affine optimal control. Zbl 1325.93026 Moehle, Nicholas; Boyd, Stephen 8 2015 Disciplined quasiconvex programming. Zbl 1459.90148 Agrawal, Akshay; Boyd, Stephen 8 2020 Connections between semi-infinite and semidefinite programming. Zbl 0908.90257 Vandenberghe, Lieven; Boyd, Stephen 8 1998 Approximate dynamic programming via iterated Bellman inequalities. Zbl 1317.93237 Wang, Yang; O’Donoghue, Brendan; Boyd, Stephen 7 2015 Nonlinear Q-design for convex stochastic control. Zbl 1367.93219 Skaf, Joëlle; Boyd, Stephen 7 2009 Minimum-time speed optimisation over a fixed path. Zbl 1292.49035 Lipp, Thomas; Boyd, Stephen 7 2014 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 Performance bounds for linear stochastic control. Zbl 1159.93356 Wang, Yang; Boyd, Stephen 7 2009 Optimal estimation of deterioration from diagnostic image sequence. Zbl 1391.94077 Gorinevsky, Dimitry; Kim, Seung-Jean; Beard, Shawn; Boyd, Stephen; Gordon, Grant 7 2009 Upper bounds on algebraic connectivity via convex optimization. Zbl 1105.05045 Ghosh, Arpita; Boyd, Stephen 7 2006 Bounding duality gap for separable problems with linear constraints. Zbl 1351.90135 Udell, Madeleine; Boyd, Stephen 6 2016 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. 6 2007 Implementation of an oracle-structured bundle method for distributed optimization. Zbl 07946100 Parshakova, Tetiana; Zhang, Fangzhao; Boyd, Stephen 1 2024 Minimizing oracle-structured composite functions. Zbl 1530.90080 Shen, Xinyue; Ali, Alnur; Boyd, Stephen 1 2023 Multi-period liability clearing via convex optimal control. Zbl 1534.91150 Barratt, Shane; Boyd, Stephen 1 2023 Fitting Laplacian regularized stratified Gaussian models. Zbl 07545228 Tuck, Jonathan; Boyd, Stephen 1 2022 Extracting a low-dimensional predictable time series. Zbl 07545237 Dong, Yining; Qin, S. Joe; Boyd, Stephen P. 1 2022 A distributed method for fitting Laplacian regularized stratified models. Zbl 1539.68282 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 68 2020 Globally convergent type-I Anderson acceleration for nonsmooth fixed-point iterations. Zbl 1525.47126 Zhang, Junzi; O’Donoghue, Brendan; Boyd, Stephen 25 2020 Anderson accelerated Douglas-Rachford splitting. Zbl 1458.90511 Fu, Anqi; Zhang, Junzi; Boyd, Stephen 24 2020 A simple effective heuristic for embedded mixed-integer quadratic programming. Zbl 1434.90117 Takapoui, Reza; Moehle, Nicholas; Boyd, Stephen; Bemporad, Alberto 12 2020 Disciplined quasiconvex programming. Zbl 1459.90148 Agrawal, Akshay; Boyd, Stephen 8 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. 5 2020 Minimizing a sum of clipped convex functions. Zbl 1460.90129 Barratt, Shane; Angeris, Guillermo; Boyd, Stephen 3 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 Multi-period portfolio selection with drawdown control. Zbl 1430.91088 Nystrup, Peter; Boyd, Stephen; Lindström, Erik; Madsen, Henrik 14 2019 Disciplined geometric programming. Zbl 1425.90078 Agrawal, Akshay; Diamond, Steven; Boyd, Stephen 12 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 37 2018 Fitting jump models. Zbl 1406.93315 Bemporad, Alberto; Breschi, Valentina; Piga, Dario; Boyd, Stephen P. 11 2018 A general system for heuristic minimization of convex functions over non-convex sets. Zbl 1386.90182 Diamond, S.; Takapoui, R.; Boyd, S. 10 2018 Parameter selection and preconditioning for a graph form solver. Zbl 1407.93126 Fougner, Christopher; Boyd, Stephen 8 2018 A semidefinite programming method for integer convex quadratic minimization. Zbl 1401.90131 Park, Jaehyun; Boyd, Stephen 5 2018 Saturating splines and feature selection. Zbl 1473.62248 Boyd, Nicholas; Hastie, Trevor; Boyd, Stephen; Recht, Benjamin; Jordan, Michael I. 2 2018 Linear convergence and metric selection for Douglas-Rachford splitting and ADMM. Zbl 1364.90256 Giselsson, Pontus; Boyd, Stephen 57 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. 236 2016 CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008 Diamond, Steven; Boyd, Stephen 164 2016 Conic optimization via operator splitting and homogeneous self-dual embedding. Zbl 1342.90136 O’Donoghue, Brendan; Chu, Eric; Parikh, Neal; Boyd, Stephen 100 2016 A primer on monotone operator methods. Zbl 1342.47066 Ryu, Ernest K.; Boyd, Stephen 67 2016 Variations and extension of the convex-concave procedure. Zbl 1364.90260 Lipp, Thomas; Boyd, Stephen 47 2016 Generalized low rank models. Zbl 1350.68221 Udell, Madeleine; Horn, Corinne; Zadeh, Reza; Boyd, Stephen 44 2016 MIMO PID tuning via iterated LMI restriction. Zbl 1417.93162 Boyd, Stephen; Hast, Martin; Åström, Karl Johan 26 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 Antagonistic control. Zbl 1351.93054 Lipp, Thomas; Boyd, Stephen 1 2016 Extensions of Gauss quadrature via linear programming. Zbl 1327.65049 Ryu, Ernest K.; Boyd, Stephen P. 24 2015 Metric selection in fast dual forward-backward splitting. Zbl 1330.49032 Giselsson, Pontus; Boyd, Stephen 13 2015 A perspective-based convex relaxation for switched-affine optimal control. Zbl 1325.93026 Moehle, Nicholas; Boyd, Stephen 8 2015 Approximate dynamic programming via iterated Bellman inequalities. Zbl 1317.93237 Wang, Yang; O’Donoghue, Brendan; Boyd, Stephen 7 2015 Linear models based on noisy data and the Frisch scheme. Zbl 1341.62166 Ning, Lipeng; Georgiou, Tryphon T.; Tannenbaum, Allen; Boyd, Stephen P. 3 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 17 2014 Minimum-time speed optimisation over a fixed path. Zbl 1292.49035 Lipp, Thomas; Boyd, Stephen 7 2014 Quadratic approximate dynamic programming for input-affine systems. Zbl 1285.93103 Keshavarz, Arezou; Boyd, Stephen 4 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 49 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 18 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 1 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 1,861 2010 Design of affine controllers via convex optimization. Zbl 1368.93667 Skaf, Joëlle; Boyd, Stephen P. 23 2010 Segmentation of ARX-models using sum-of-norms regularization. Zbl 1191.93139 Ohlsson, Henrik; Ljung, Lennart; Boyd, Stephen 18 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 5 2010 Shrinking-horizon dynamic programming. Zbl 1202.93176 Skaf, Joëlle; Boyd, Stephen; Zeevi, Assaf 5 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 121 2009 Sensor selection via convex optimization. Zbl 1391.90679 Joshi, Siddharth; Boyd, Stephen 73 2009 Cutting-set methods for robust convex optimization with pessimizing oracles. Zbl 1173.90502 Mutapcic, Almir; Boyd, Stephen 35 2009 Convex piecewise-linear fitting. Zbl 1273.65086 Magnani, Alessandro; Boyd, Stephen P. 30 2009 Fastest mixing Markov chain on graphs with symmetries. Zbl 1189.05072 Boyd, Stephen; Diaconis, Persi; Parrilo, Pablo; Xiao, Lin 29 2009 Analysis and synthesis of state-feedback controllers with timing jitter. Zbl 1367.93218 Skaf, Joëlle; Boyd, Stephen 14 2009 Nonlinear Q-design for convex stochastic control. Zbl 1367.93219 Skaf, Joëlle; Boyd, Stephen 7 2009 Performance bounds for linear stochastic control. Zbl 1159.93356 Wang, Yang; Boyd, Stephen 7 2009 Optimal estimation of deterioration from diagnostic image sequence. Zbl 1391.94077 Gorinevsky, Dimitry; Kim, Seung-Jean; Beard, Shawn; Boyd, Stephen; Gordon, Grant 7 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. 514 2008 Graph implementations for nonsmooth convex programs. Zbl 1205.90223 Grant, Michael C.; Boyd, Stephen P. 351 2008 Minimizing effective resistance of a graph. Zbl 1134.05057 Ghosh, Arpita; Boyd, Stephen; Saberi, Amin 84 2008 Further relaxations of the semidefinite programming approach to sensor network localization. Zbl 1173.90498 Wang, Zizhuo; Zheng, Song; Ye, Yinyu; Boyd, Stephen 26 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 13 2008 Design of low-bandwidth spatially distributed feedback. Zbl 1367.93243 Gorinevsky, Dimitry; Boyd, Stephen; Stein, Gunter 7 2008 Recent advances in learning and control. Festschrift for Mathukumalli Vidyasagar on the occasion of his sixtieth birthday. Zbl 1140.93006 4 2008 Robust beamforming via worst-case SINR maximization. Zbl 1390.94245 Kim, Seung-Jean; Magnani, Alessandro; Mutapcic, Almir; Boyd, Stephen P.; Luo, Zhi-Quan 1 2008 Filter design with low complexity coefficients. Zbl 1390.94414 Skaf, Joëlle; Boyd, Stephen P. 1 2008 Distributed average consensus with least-mean-square deviation. Zbl 1109.68019 Xiao, Lin; Boyd, Stephen; Kim, Seung-Jean 113 2007 A tutorial on geometric programming. Zbl 1178.90270 Boyd, Stephen; Kim, Seung-Jean; Vandenberghe, Lieven; Hassibi, Arash 98 2007 Portfolio optimization with linear and fixed transaction costs. Zbl 1132.91474 Lobo, Miguel Sousa; Fazel, Maryam; Boyd, Stephen 78 2007 An interior-point method for large-scale \(l_1\)-regularized logistic regression. Zbl 1222.62092 Koh, Kwangmoo; Kim, Seung-Jean; Boyd, Stephen 71 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. 6 2007 Randomized gossip algorithms. Zbl 1283.94005 Boyd, Stephen P.; Ghosh, Arpita; Prabhakar, Balaji; Shah, Devavrat 218 2006 Disciplined convex programming. Zbl 1130.90382 Grant, Michael; Boyd, Stephen; Ye, Yinyu 77 2006 Extending scope of robust optimization: comprehensive robust counterparts of uncertain problems. Zbl 1134.90042 Ben-Tal, Aharon; Boyd, Stephen; Nemirovski, Arkadi 56 2006 Optimal scaling of a gradient method for distributed resource allocation. Zbl 1330.90136 Xiao, L.; Boyd, S. 48 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 30 2006 Fastest mixing Markov chain on a path. Zbl 1135.60046 Boyd, Stephen; Diaconis, Persi; Sun, Jun; Xiao, Lin 17 2006 Convex optimization of graph Laplacian eigenvalues. Zbl 1100.05063 Boyd, Stephen 11 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 45 2005 ...and 44 more Documents all cited Publications top 5 cited Publications all top 5 Cited by 21,129 Authors 187 Park, Juhyun (Jessie) 102 Kwon, Ohmin 92 Cao, Jinde 86 Boyd, Stephen Poythress 78 Wang, Zidong 76 Lee, S. M. 75 Lam, James 64 Xu, Shengyuan 57 Shi, Peng 57 Zhong, Shou-Ming 46 Lien, Chang-Hua 44 Balasubramaniam, Pagavathigounder 43 Wu, Huaining 43 Yuan, Xiaoming 37 Karimi, Hamid Reza 35 Vũ Ngoc Phát 32 Feng, Gang 32 Huang, Tingwen 31 Bertsimas, Dimitris John 31 Khlebnikov, Mikhail Vladimirovich 31 Sakthivel, Rathinasamy 31 Yu, Ker-Wei 30 Mahmoud, Magdi Sadik Mostafa 30 Oliveira, Ricardo C. L. F. 30 Park, Myeongjin 30 Peres, Pedro L. D. 29 Han, Deren 29 Morari, Manfred 28 Ahn, Choon Ki 28 Gao, Huijun 28 Geromel, Jose Claudio 28 Ho, Daniel W. C. 28 Jeyakumar, Vaithilingam 28 Liu, Xiaohui 28 Teo, Kok Lay 27 Attouch, Hedy 27 Chen, Guanrong 27 Duan, Zhisheng 27 Liang, Jinling 26 Cha, E. J. 26 Kogan, Mark Mikhailovich 26 Li, Chuandong 26 Park, PooGyeon 25 Chen, Jein-Shan 25 Lasserre, Jean-Bernard 25 Liao, Xiaofeng 25 Yang, Guanghong 25 Zeng, Tie Yong 24 Huang, Ting-Zhu 24 Kar, Haranath 24 Liu, Xinzhi 24 Lou, Yifei 24 Shaked, Uri 24 Wang, Long 24 Zhu, Quanxin 23 Assunção, Edvaldo 23 Bernal, Miguel Angel 23 Goulart, Paul J. 23 Jian, Jinbao 23 Li, Guoyin 23 Parrilo, Pablo A. 23 Polyak, Boris Teodorovich 23 Rakkiyappan, Rajan 23 Terlaky, Tamás 23 Zheng, Wei Xing 22 He, Yong 22 Mathiyalagan, Kalidass 21 Bai, Yanqin 21 Diehl, Moritz Mathias 21 Guerra, Thierry Marie 21 Ng, Michael Kwok-Po 21 Trinh, Hieu Minh 21 Wu, Min 21 Zhang, Shuzhong 20 Anderson, Brian David Outram 20 Apkarian, Pierre 20 Balandin, Dmitriĭ Vladimirovich 20 Chesi, Graziano 20 Daafouz, Jamal 20 Fang, Jian’an 20 Fridman, Emilia 20 Li, Duan 20 Li, Xiaodi 20 Liu, Sanyang 20 Ma, Shiqian 20 Qiu, Jianbin 20 Tran Dinh Quoc 20 Wang, Qingguo 20 Xie, Lihua 19 Álamo, Teodoro 19 Chadli, Mohammed 19 Chen, Jenq-Der 19 Gasnikov, Aleksandr V. 19 Gillis, Nicolas 19 Han, Qinglong 19 Henrion, Didier 19 Kouvaritakis, Basil A. 19 Liu, Yurong 19 Pan, Shaohua 19 Scorletti, Gérard ...and 21,029 more Authors all top 5 Cited in 764 Serials 1,198 Automatica 568 International Journal of Robust and Nonlinear Control 467 Journal of the Franklin Institute 372 Systems & Control Letters 340 International Journal of Control 307 Mathematical Programming. Series A. Series B 273 Journal of Optimization Theory and Applications 264 Applied Mathematics and Computation 241 Mathematical Problems in Engineering 233 Information Sciences 206 Computational Optimization and Applications 195 SIAM Journal on Optimization 191 Asian Journal of Control 185 Journal of Global Optimization 179 European Journal of Operational Research 178 International Journal of Systems Science. Principles and Applications of Systems and Integration 154 European Journal of Control 148 Neural Networks 148 Journal of Machine Learning Research (JMLR) 142 Linear Algebra and its Applications 140 Journal of Computational and Applied Mathematics 137 Automation and Remote Control 135 Chaos, Solitons and Fractals 135 Circuits, Systems, and Signal Processing 121 Optimal Control Applications & Methods 118 Optimization Letters 117 Optimization Methods & Software 117 Nonlinear Analysis. Hybrid Systems 116 Journal of Scientific Computing 114 Nonlinear Dynamics 108 Fuzzy Sets and Systems 107 SIAM Journal on Imaging Sciences 99 International Journal of Adaptive Control and Signal Processing 95 Machine Learning 91 SIAM Journal on Scientific Computing 85 Inverse Problems 85 The Annals of Statistics 85 SIAM Journal on Control and Optimization 82 Computational Statistics and Data Analysis 80 Optimization and Engineering 71 International Journal of Systems Science 70 Optimization 69 Annals of Operations Research 69 Communications in Nonlinear Science and Numerical Simulation 68 Applied Mathematical Modelling 67 Computer Methods in Applied Mechanics and Engineering 66 Journal of Computational Physics 66 Journal of Mathematical Imaging and Vision 63 Journal of Industrial and Management Optimization 62 Physics Letters. A 60 Abstract and Applied Analysis 59 Neural Computation 58 Advances in Difference Equations 57 Journal of the American Statistical Association 55 Numerical Algorithms 55 INFORMS Journal on Computing 54 Mathematics and Computers in Simulation 53 Electronic Journal of Statistics 50 Statistics and Computing 49 Operations Research 49 Operations Research Letters 49 Multidimensional Systems and Signal Processing 47 Chaos 47 Journal of Systems Science and Complexity 46 SIAM Journal on Matrix Analysis and Applications 45 Computers & Mathematics with Applications 45 Journal of Mathematical Analysis and Applications 44 Pattern Recognition 43 International Journal of Computer Vision 42 IET Control Theory & Applications 42 Journal of Computational and Graphical Statistics 40 Computers & Operations Research 40 New Journal of Physics 40 The Annals of Applied Statistics 39 Signal Processing 39 International Journal of Applied Mathematics and Computer Science 39 Journal of the Operations Research Society of China 38 International Journal for Numerical Methods in Engineering 38 Applied Numerical Mathematics 38 SIAM Journal on Mathematics of Data Science 37 Mathematical Programming Computation 36 Applied and Computational Harmonic Analysis 36 Computational and Applied Mathematics 35 Kybernetika 35 Complexity 34 Mathematics of Operations Research 34 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods 34 Nonlinear Analysis. Real World Applications 33 Journal of Multivariate Analysis 33 Quantum Information Processing 32 Physica A 32 Theoretical Computer Science 32 Mathematical Methods of Operations Research 31 Mathematical Methods in the Applied Sciences 31 Inverse Problems and Imaging 30 Discrete Applied Mathematics 29 Foundations of Computational Mathematics 28 Computational Statistics 28 International Journal of Computer Mathematics 27 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering ...and 664 more Serials all top 5 Cited in 62 Fields 6,225 Systems theory; control (93-XX) 4,791 Operations research, mathematical programming (90-XX) 2,046 Numerical analysis (65-XX) 1,902 Computer science (68-XX) 1,707 Statistics (62-XX) 981 Information and communication theory, circuits (94-XX) 974 Calculus of variations and optimal control; optimization (49-XX) 916 Ordinary differential equations (34-XX) 738 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 697 Biology and other natural sciences (92-XX) 679 Linear and multilinear algebra; matrix theory (15-XX) 551 Probability theory and stochastic processes (60-XX) 346 Combinatorics (05-XX) 329 Dynamical systems and ergodic theory (37-XX) 261 Operator theory (47-XX) 235 Quantum theory (81-XX) 227 Partial differential equations (35-XX) 198 Mechanics of deformable solids (74-XX) 157 Convex and discrete geometry (52-XX) 151 Functional analysis (46-XX) 123 Mechanics of particles and systems (70-XX) 112 Real functions (26-XX) 94 Fluid mechanics (76-XX) 87 Algebraic geometry (14-XX) 81 Statistical mechanics, structure of matter (82-XX) 80 Approximations and expansions (41-XX) 70 Harmonic analysis on Euclidean spaces (42-XX) 48 Optics, electromagnetic theory (78-XX) 41 Difference and functional equations (39-XX) 39 Commutative algebra (13-XX) 35 Mathematical logic and foundations (03-XX) 30 Functions of a complex variable (30-XX) 30 Geophysics (86-XX) 28 Differential geometry (53-XX) 27 Number theory (11-XX) 22 Geometry (51-XX) 22 Global analysis, analysis on manifolds (58-XX) 19 Field theory and polynomials (12-XX) 19 Integral equations (45-XX) 18 Classical thermodynamics, heat transfer (80-XX) 16 Nonassociative rings and algebras (17-XX) 16 Integral transforms, operational calculus (44-XX) 14 History and biography (01-XX) 14 Group theory and generalizations (20-XX) 13 Measure and integration (28-XX) 13 Several complex variables and analytic spaces (32-XX) 13 Relativity and gravitational theory (83-XX) 10 Order, lattices, ordered algebraic structures (06-XX) 9 Associative rings and algebras (16-XX) 9 Special functions (33-XX) 8 General and overarching topics; collections (00-XX) 8 General topology (54-XX) 8 Algebraic topology (55-XX) 8 Manifolds and cell complexes (57-XX) 7 Topological groups, Lie groups (22-XX) 7 Abstract harmonic analysis (43-XX) 6 Astronomy and astrophysics (85-XX) 6 Mathematics education (97-XX) 4 Potential theory (31-XX) 3 General algebraic systems (08-XX) 3 Category theory; homological algebra (18-XX) 3 Sequences, series, summability (40-XX) Citations by Year Wikidata Timeline The data are displayed as stored in Wikidata under a Creative Commons CC0 License. Updates and corrections should be made in Wikidata.