史提芬·博伊德(Stephen Boyd),史丹福大學Samsung工程講席教授和信息系統實驗室電氣工程教授,香港中文大學(深圳)理工學院教授,國家千人計畫專家(短期項目,香港中文大學(深圳))。史提芬教授是中國工程院外籍院士,美國工程院院士,IEEE Fellow。他的主要研究領域為凸最佳化和控制系統工程,發表了350多篇論文,被引用數(谷歌學術)超過11萬次,H指數為100。
基本介紹
- 中文名:史提芬•博伊德
- 外文名:Stephen Boyd
- 國籍:美國
- 出生日期:1958.02
人物介紹
學術論文
2017
- OSQP: An operator splitting solver for quadratic programs
- B. Stellato, G. Banjac, P. Goulart, A. Bemporad, and S. Boyd
- CVXR: An R Package for disciplined convex optimization
- A. Fu, B. Narasimhan, and S. Boyd
- Embedded code generation using the OSQP solver
- G. Banjac, B. Stellato, N. Moehle, P. Goulart, A. Bemporad and S. Boyd
- A rewriting system for convex optimization problems
- A. Agrawal, R. Verschueren, S. Diamond, and S. Boyd
- Toeplitz inverse covariance-based clustering of multivariate time series data
- D. Hallac, S. Vare, S. Boyd, and J. Leskovec
- Network inference via the time-varying graphical lasso
- D. Hallac, Y. Park, S. Boyd, and J. Leskovec
- A convex optimization approach to radiation treatment planning with dose constraints
- A. Fu, B. Ungun, L. Xing, and S. Boyd
- Dynamic resource allocation for energy efficient transmission in digital subscriber lines
- N. Zhang, Z. Yao, Y. Liu, S. Boyd, and Z.-Q. Luo
- Dynamic energy management with scenario-based robust MPC
- M. Wytock, N. Moehle, and S. Boyd
- A distributed method for optimal capacity reservation
- N. Moehle, X. Shen, Z.-Q. Luo, and S. Boyd
- Multi-period trading via convex optimization
- S. Boyd, E. Busseti, S. Diamond, R. Kahn, K. Koh, P. Nystrup, and J. Speth
- A simple effective heuristic for embedded mixed-integer quadratic programming
- R. Takapoui, N. Moehle, S. Boyd, and A. Bemporad
- General heuristics for nonconvex quadratically constrained quadratic programming
- J. Park and S. Boyd
- Parameter selection and pre-conditioning for a graph form solver
- C. Fougner and S. Boyd
- A semidefinite programming method for integer convex quadratic minimization
- J. Park and S. Boyd
- Learning the network structure of heterogeneous data via pairwise exponential Markov random fields
- Y. Park, D. Hallac, S. Boyd, and J. Leskovec
- A general system for heuristic solution of convex problems over nonconvex sets
- S. Diamond, R. Takapoui, and S. Boyd
- Value function approximation for direct control of switched power converters
- N. Moehle and S. Boyd
- Stochastic matrix-free equilibration
- S. Diamond and S. Boyd
- Linear convergence and metric selection in Douglas-Rachford splitting and ADMM
- P. Giselsson and S. Boyd
- SnapVX: A network-based convex optimization solver
- D. Hallac, C. Wong, S. Diamond, A. Sharang, R. Sosic, S. Boyd, and J. Leskovec.
- Real time radiation treatment planning with optimality guarantees via cluster and bound methods
- B. Ungun, L. Xing, and S. Boyd
2016
- Maximum torque-per-current waveform design for induction motors via semidefinite programming
- N. Moehle and S. Boyd
- Antagonistic control
- T. Lipp and S. Boyd
- Optimization of rotational arc station parameter optimized radiation therapy
- P. Dong, B. Ungun, S. Boyd, and L. Xing
- A new architecture for optimization modeling frameworks
- M. Wytock, S. Diamond, F. Heide, and S. Boyd
- Linear programming heuristics for the graph isomorphism problem
- R. Takapoui and S. Boyd
- Greedy Gaussian segmentation of multivariate time series
- D. Hallac, P. Nystrup, and S. Boyd
- Matrix-free convex optimization modeling
- S. Diamond and S. Boyd
- A differential equation for modeling Nesterov’s accelerated gradient method
- W. Su, S. Boyd, and E. Candes
- Concave quadratic cuts for mixed-integer quadratic problems
- J. Park and S. Boyd
- Disciplined multi-convex programming
- X. Shen, S. Diamond, M. Udell, Y. Gu, and S. Boyd
- Generalized low rank models
- M. Udell, C. Horn, R. Zadeh, and S. Boyd
- Line search for averaged operator iteration
- P. Giselsson, M. Fält, and S. Boyd
- Variations and extensions of the convex-concave procedure
- T. Lipp and S. Boyd
- Disciplined convex-concave programming
- X. Shen, S. Diamond, Y. Gu, and S. Boyd
- Risk-constrained Kelly gambling
- E. Busseti, E. Ryu, and S. Boyd
- Conic optimization via operator splitting and homogeneous self-dual embedding
- B. O'Donoghue, E. Chu, N. Parikh, and S. Boyd
- Bounding duality gap for problems with separable objective
- M. Udell and S. Boyd
- Optimal current waveforms for switched reluctance motors
- N. Moehle and S. Boyd
- CVXPY: A python-embedded modeling language for convex optimization
- S. Diamond and S. Boyd
- A primer on monotone operator methods
- E. Ryu and S. Boyd
- MIMO PID tuning via iterated LMI restriction
- S. Boyd, M. Hast, and K. J. Astrom
2015
- Metric selection in fast dual forward backward splitting
- P. Giselsson and S. Boyd
- Model predictive control for wind power gradients
- T. Hovgaard, S. Boyd, and J. Jørgensen
- A perspective-based convex relaxation for switched-affine optimal control
- N. Moehle and S. Boyd
- Volume weighted average price optimal execution
- E. Busseti and S. Boyd
- Extensions of Gauss quadrature via linear programming
- E. Ryu and S. Boyd
- Optimal current waveforms for brushless permanent magnet motors
- N. Moehle and S. Boyd
- Disciplined convex stochastic programming: A new framework for stochastic optimization
- A. Ali, Z. Kolter, S. Diamond, and S. Boyd
- Convex optimization short course
- S. Boyd, S. Diamond, and J. Park
- Linear models based on noisy data and the Frisch scheme
- L. Ning, T. Georgiou, A. Tannenbaum, and S. Boyd
- Network lasso: Clustering and optimization in large graphs
- D. Hallac, J. Leskovec, and S. Boyd
- Russell Severance Springer lectures
- S. Boyd
- Approximate dynamic programming via iterated Bellman inequalities
- Y. Wang, B. O'Donoghue, and S. Boyd
2014
- Adaptive importance sampling via stochastic convex programming
- E. Ryu and S. Boyd
- Convex optimization in Julia
- M. Udell, K. Mohan, D. Zeng, J. Hong, S. Diamond, and S. Boyd
- Diagonal scaling in Douglas-Rachford splitting and ADMM
- P. Giselsson and S. Boyd
- Preconditioning in fast dual gradient methods
- P. Giselsson and S. Boyd
- Monotonicity and restart in fast gradient methods
- P. Giselsson and S. Boyd
- Optimal crowd-powered rating and filtering algorithms
- A. Parameswaran, S. Boyd, H. Garcia-Molina, A. Gupta, N. Polyzotis, and J. Widom
- IEEE control systems award acceptance speech
- S. Boyd
- Security constrained optimal power flow via proximal message passing
- S. Chakrabarti, M. Kraning, E. Chu, R. Baldick, and S. Boyd
- Block splitting for distributed optimization
- N. Parikh and S. Boyd
- Quadratic approximate dynamic programming for input-affine systems
- A. Keshavarz and S. Boyd
- Minimum-time speed optimization over a fixed path
- T. Lipp and S. Boyd
- Proximal algorithms
- N. Parikh and S. Boyd
- Performance bounds and suboptimal policies for multi-period investment
- S. Boyd, M. Mueller, B. O'Donoghue, and Y. Wang
- Dynamic network energy management via proximal message passing
- M. Kraning, E. Chu, J. Lavaei, and S. Boyd
2013
- A primal-dual operator splitting method for conic optimization
- E. Chu, B. O'Donoghue, N. Parikh, and S. Boyd
- Risk group detection and survival function estimation for interval coded survival methods
- V. Van Belle, P. Neven, V. Harvey, S. Van Huffel, J. Suykens, and S. Boyd
- A splitting method for optimal control
- B. O'Donoghue, G. Stathopoulos, and S. Boyd
- Maximizing a sum of sigmoids
- M. Udell and S. Boyd
- Cost optimal operation of thermal energy storage system with real-time prices
- T. Kashima and S. Boyd
- PID design by convex-concave optimization
- M. Hast, K. Astrom, B. Bernhardsson, and S. Boyd
- ECOS: An SOCP solver for embedded systems
- A. Domahidi, E. Chu, and S. Boyd
- Code generation for embedded second-order cone programming
- E. Chu, N. Parikh, A. Domahidi, and S. Boyd
- Iterated approximate value functions
- B. O'Donoghue, Y. Wang, and S. Boyd
- A distributed algorithm for fitting generalized additive models
- E. Chu, A. Keshavarz, and S. Boyd
- Nonconvex model predictive control for commercial refrigeration
- T. Hovgaard, L. Larsen, J. Jørgensen, and S. Boyd
2012
- Accuracy at the top
- S. Boyd, C. Cortes, M. Mohri, and A. Radovanovic
- Robust optimization of adiabatic tapers for coupling to slow-light photonic-crystal waveguides
- A Oskooi, A. Mutapcic, S. Noda, J. Joannopulos, S. Boyd, and S. Johnson
- A mathematical model for interpretable clinical decision support with applications in gynecology
- V. Van Belle, B. Van Calster, D. Timmerman, T. Bourne, C. Bottomley, L. Valentin, P. Neven, S. Van Huffel, J. Suykens, and S. Boyd
- An ADMM algorithm for a class of total variation regularized estimation problems
- B. Wahlberg, S. Boyd, M. Annergren, and Y. Wang
- Moving horizon estimation for staged QP problems
- E. Chu, A. Keshvarz, D. Gorinevsky, and S. Boyd
- CVXGEN: A code generator for embedded convex optimization
- J. Mattingley and S. Boyd
- Smoothed state estimates under abrupt changes using sum-of-norms regularization
- H. Ohlsson, F. Gustafsson, L. Ljung, and S. Boyd
2011
- Block splitting for large-scale distributed learning
- N. Parikh and S. Boyd
- Performance bounds and suboptimal policies for linear stochastic control via LMIs
- Y. Wang and S. Boyd
- Min-max approximate dynamic programming
- B. O'Donoghue, Y. Wang, and S. Boyd
- Wind turbine pitch optimization
- B. Biegel, M. Juelsgaard, M. Kraning, S. Boyd, and J. Stoustrup
- Imputing a convex objective function
- A. Keshavarz, Y. Wang, and S. Boyd
- Load reduction of wind turbines using receding horizon control
- M. Soltani, R. Wisniewski, P. Brath, and S. Boyd
- Scalable statistical monitoring of fleet data
- E. Chu, D. Gorinevsky, and S. Boyd
- Operation and configuration of a storage portfolio via convex optimization
- M. Kraning, Y. Wang, E. Akuiyibo, and S. Boyd
- Controller coefficient truncation using Lyapunov performance certificate
- J. Skaf and S. Boyd
- Self-tuning for maximized lifetime energy-efficiency in the presence of circuit aging
- E. Mintarno, J. Skaf, R. Zheng, J. Velamela, Y. Cao, S. Boyd, R. Dutton, and S. Mitra
- Fast evaluation of quadratic control-Lyapunov policy
- Y. Wang and S. Boyd
- Distributed optimization and statistical learning via the alternating direction method of multipliers
- S. Boyd, N. Parikh, E. Chu, B. Peleato, and J. Eckstein
- Receding horizon control: Automatic generation of high-speed solvers
- J. Mattingley, Y. Wang, and S. Boyd
- Inferring stable genetic networks from steady-state data
- M. Zavlanos, A. Julius, S. Boyd, and G. Pappas
- Inverse design of a three-dimensional nanophotonic resonator
- J. Lu, S. Boyd, and J. Vuckovic
2010
- Design of affine controllers via convex optimization
- J. Skaf and S. Boyd
- Techniques for exploring the suboptimal set
- J. Skaf and S. Boyd
- Segmentation of ARX-models using sum-of-norms regularization
- H. Olson, L. Ljung, and S. Boyd
- Compressed sensing based cone-beam computed tomography reconstruction with a first-order method
- K. Choi, J. Wang, L. Zhu, T. Suh, S. Boyd, and L. Xing
- Real-time convex optimization in signal processing
- J. Mattingley and S. Boyd
- Adaptive modulation with smoothed flow utility
- E. Akuiyibo and S. Boyd
- Detecting aircraft performance anomalies from cruise flight data
- E. Chu, D. Gorinesky, and S. Boyd
- Shrinking-horizon dynamic programming
- J. Skaf, S. Boyd, and A. Zeevi
- Optimizing adaptive modulation in wireless networks via multi-period network utility maximization
- D. O'Neill, E. Akuiyibo, S. Boyd, and A. Goldsmith
- Fast algorithms for resource allocation in wireless cellular networks
- R. Madan, S. Boyd, and S. Lall
- Fast model predictive control using online optimization
- Y. Wang and S. Boyd
- Automatic code generation for real-time convex optimization
- J. Mattingley and S. Boyd
- Mixed linear system estimation and identification
- A. Zymnis, S. Boyd, and D. Gorinevsky
- Compressed sensing with quantized measurements
- A. Zymnis, S. Boyd, and E. Candes
2009
- An efficient method for large-scale slack allocation
- S. Joshi and S. Boyd
- Estimation of faults in DC electrical power system
- D. Gorinevsky, S. Boyd, and S. Poll
- Nonlinear Q-design for convex stochastic control
- J. Skaf and S. Boyd
- Processor speed control with thermal constraints
- A. Mutapcic, S. Boyd, S. Murali, D. Atienza, G. De Micheli, and R. Gupta
- Optimized self-tuning for circuit aging
- E. Mintarno, J. Skaf, R. Zheng, J. Velamela, Y. Cao, S. Boyd, R. Dutton, and S. Mitra
- Genetic network identification using convex programming
- A. Julius, M. Zavlanos, S. Boyd, and G. Pappas
- Fastest mixing Markov chain on graphs with symmetries
- S. Boyd, P. Diaconis, P. Parrilo, and L. Xiao
- Subspaces that minimize the condition number of a matrix
- S. Joshi and S. Boyd
- l1 trend filtering
- S.-J. Kim, K. Koh, S. Boyd, and D. Gorinevsky
- Cutting-set methods for robust convex optimization with pessimizing oracles
- A. Mutapcic and S. Boyd
- Robust design of slow-light tapers in periodic waveguides
- A. Mutapcic, S. Boyd, A. Farjadpour, S. Johnson, and Y. Avniel
- Analysis and synthesis of state-feedback controllers with timing jitter
- J. Skaf and S. Boyd
- Relaxed maximum a posteriori fault identification
- A. Zymnis, S. Boyd, and D. Gorinevsky
- Sensor selection via convex optimization
- S. Joshi and S. Boyd
- Convex piecewise-linear fitting
- A. Magnani and S. Boyd
- Performance bounds for linear stochastic control
- Y. Wang and S. Boyd
- Optimal estimation of deterioration from diagnostic image sequence
- D. Gorinevsky, S.-J. Kim, S. Beard, S. Boyd, and G. Gordon
- Regular analog/RF IC design using optimization with recourse including ellipsoidal uncertainty
- Y. Xu, K.-L. Hsiung, X. Li, I. Nausieda, L. Pileggi, and S. Boyd
2008
- Multi-period portfolio optimization with constraints and transaction costs
- J. Skaf and S. Boyd
- Enhancing sparsity by reweighted l1 minimization
- E. Candes, M. Wakin, and S. Boyd
- Mixed state estimation for a linear Gaussian Markov model
- A. Zymnis, S. Boyd, and D. Gorinevsky
- An efficient method for large-scale gate sizing
- S. Joshi and S. Boyd
- Further relaxations of the semidefinite programming approach to sensor network localization
- Z. Wang, S. Zheng, Y. Ye, and S. Boyd
- A minimax theorem with applications to machine learning, signal processing, and finance
- S.-J. Kim and S. Boyd A. Zymnis, S. Boyd, and D. Gorinevsky
- Filter design with low complexity coefficients
- J. Skaf and S. Boyd
- Compensation of multimode fiber dispersion using adaptive optics via convex optimization
- R. Panicker, J. Kahn, and S. Boyd
- Optimizing adaptive modulation in wireless networks via utility maximization
- D. O'Neill, A. Goldsmith, and S. Boyd
- Learning the kernel via convex optimization
- S.-J. Kim, A. Zymnis, A. Magnani, K. Koh, and S. Boyd
- Robust beamforming via worst-case SINR maximization
- S.-J. Kim, A. Magnani, A. Mutapcic, S. Boyd, and Z.-Q. Luo
- Tractable approximate robust geometric programming
- K.-L. Hsiung, S.-J. Kim, and S. Boyd
- Minimizing effective resistance of a graph
- A. Ghosh, S. Boyd, and A. Saberi
- Identification of stable genetic networks using convex programming
- M. Zavlanos, A. Julius, S. Boyd and G. Pappas
- Temperature control of high-performance multi-core platforms using convex optimization
- S. Murali, A. Mutapcic, D. Atienza, R. Gupta, S. Boyd, L. Benini, and G. De Micheli
- Design of low-bandwidth spatially distributed feedback
- D. Gorinevsky, S. Boyd, and G. Stein
- Two-fund separation under model mis-specification
- S.-J. Kim and S. Boyd
- Graph implementations for nonsmooth convex programs
- M. Grant and S. Boyd
2007
- Fast computation of optimal contact forces
- S. Boyd and B. Wegbreit
- Robust efficient frontier analysis with a separable uncertainty model
- S.-J. Kim and S. Boyd
- Hyperspectral image unmixing via alternating projected subgradients
- A. Zymnis, S.-J. Kim, J. Skaf, M. Parente, and S. Boyd
- A tractable method for robust downlink beamforming in wireless communications
- A. Mutapcic, S.-J. Kim, and S. Boyd
- Dynamic network utility maximization with delivery contracts
- N. Trichakis, A. Zymnis, and S. Boyd
- Robust Chebyshev FIR equalization
- A. Mutapcic, S.-J. Kim, and S. Boyd
- Optimized slowdown in real-time task systems via geometric programming
- A. Mutapcic, S. Murali, S. Boyd, R. Gupta, D. Atienza, and G. De Micheli
- An interior-point method for large-scale network utility maximization
- A. Zymnis, N. Trichakis, S. Boyd, and D. O'Neill
- Beamforming with uncertain weights
- A. Mutapcic, S.-J. Kim, and S. Boyd
- Generalized Chebyshev bounds via semidefinite programming
- L. Vandenberghe, S. Boyd, and K. Comanor
- An interior-point method for large-scale l1-regularized logistic regression
- K. Koh, S.-J. Kim, and S. Boyd
- Portfolio optimization with linear and fixed transaction costs
- M. Lobo, M. Fazel, and S. Boyd
- Temperature-aware processor frequency assignment for MPSoCs using convex optimization
- S. Murali, A. Mutapcic, D. Atienza, R. Gupta, S. Boyd, and G. De Micheli
- A heuristic for optimizing stochastic activity networks with applications to statistical digital circuit sizing
- S.-J. Kim, S. Boyd, S. Yun, D. Patil, and M. Horowitz
- Distributed average consensus with least-mean-square deviation
- L. Xiao, S. Boyd, and S.-J. Kim
- A tutorial on geometric programming
- S. Boyd, S.-J. Kim, L. Vandenberghe, and A. Hassibi
- An interior point method for large-scale l1-regularized least squares
- S.-J. Kim, K. Koh, M. Lustig, S. Boyd, and D. Gorinevsky
- An efficient method for large-scale l1-regularized convex loss minimization
- K. Koh, S.-J. Kim, and S. Boyd
- Distributed estimation via dual decomposition
- S. Samar, S. Boyd, and D. Gorinevsky
2006
- Extending scope of robust optimization
- A. Ben Tal, S. Boyd, and A. Nemirovski
- Upper bounds on algebraic connectivity via convex optimization
- A. Ghosh and S. Boyd
- The fastest mixing Markov process on a graph and a connection to a maximum variance unfolding problem
- J. Sun, S. Boyd, L. Xiao, and P. Diaconis
- Embedded estimation of fault parameters in an unmanned aerial vehicle
- S. Samar, D. Gorinevsky, and S. Boyd
- Distributed average consensus with time-varying metropolis weights
- L. Xiao, S. Boyd, and S. Lall
- Array signal processing with robust rejection constraints via second-order cone programming
- A. Mutapcic, S.-J. Kim, and S. Boyd
- Design tools for emerging technologies
- S. Johnson, Y. Avniel, J. White, and S. Boyd
- Optimal kernel selection in kernel Fisher discriminant analysis
- S.-J. Kim, A. Magnani, and S. Boyd
- Pareto optimal linear classification
- S.-J. Kim, A. Magnani, S. Samar, S. Boyd, and J. Lim
- A duality view of spectral methods for dimensionality reduction
- L. Xiao, J. Sun, and S. Boyd
- Growing well-connected graphs
- A. Ghosh and S. Boyd
- A space-time diffusion scheme for peer-to-peer least-squares estimation
- L. Xiao, S. Boyd, and S. Lall
- Fastest mixing Markov chain on a path
- S. Boyd, P. Diaconis, J. Sun, and L. Xiao
- Randomized gossip algorithms
- S. Boyd, A. Ghosh, B. Prabhakar, and D. Shah
- Optimal scaling of a gradient method for distributed resource allocation
- L. Xiao and S. Boyd
- Convex optimization of graph Laplacian eigenvalues
- S. Boyd
- Disciplined convex programming
- M. Grant, S. Boyd, and Y. Ye
- A heuristic method for statistical digital circuit sizing
- S. Boyd, S.-J. Kim, D. Patil, and M. Horowitz
- Optimization-based design and implementation of multi-dimensional zero-phase IIR filters
- D. Gorinesvky and S. Boyd
2005
- Joint optimization of wireless communication and networked control systems
- L. Xiao, M. Johansson, H. Hindi, S. Boyd, and A. Goldsmith
- Likelihood bounds for constrained estimation with uncertainty
- S. Samar, D. Gorinevsky, and S. Boyd
- Geometric programming for circuit optimization
- S. Boyd and S.-J. Kim
- Tractable fitting with convex polynomials via sum-of-squares
- A. Magnani, S. Lall, and S. Boyd
- On time-invariant purified-output-based discrete time control
- A. Ben Tal, S. Boyd, and A. Nemirovski
- Power control in lognormal fading wireless channels with uptime probability specifications via robust geometric programming
- K.-L. Hsiung, S.-J. Kim and S. Boyd
- Robust minimum variance beamforming
- R. Lorenz and S. Boyd
- Piecewise-affine state feedback for piecewise-affine slab systems using convex optimization
- L. Rodrigues and S. Boyd
- OPERA: Optimization with ellipsoidal uncertainty for robust analog IC design
- Y. Xu, K.-L. Hsiung, X. Li, I. Nausieda, S. Boyd, and L. Pileggi
- Robust Fisher discriminant analysis
- S.-J. Kim, A. Magnani, and S. Boyd
- Digital circuit optimization via geometric programming
- S. Boyd, S.-J. Kim, D. Patil, and M. Horowitz
- Least-squares covariance matrix adjustment
- S. Boyd and L. Xiao
- Optimal doping profiles via geometric programming
- S. Joshi, S. Boyd, and R. Dutton
- A new method for design of robust digital circuits
- D. Patil, S. Yun, S.-J. Kim, A. Cheung, M. Horowitz, and S. Boyd
- Mixing times for random walks on geometric random graphs
- S. Boyd, A. Ghosh, B. Prabhakar, and D. Shah
- Gossip algorithms: Design, analysis, and applications
- S. Boyd, A. Ghosh, B. Prabhakar, and D. Shah
- A scheme for robust distributed sensor fusion based on average consensus
- L. Xiao, S. Boyd, and S. Lall
- Geometric programming applications to EDA problems
- S. Boyd, S.-J. Kim, S. Mohan, M. Horowitz, and D. Patil
- Symmetry analysis of reversible Markov chains
- S. Boyd, P. Diaconis, P. Parrilo, L. Xiao
2004
- Near-optimal depth constrained codes
- P. Gupta, B. Prabhakar, and S. Boyd
- A decomposition approach to distributed analysis of networked systems
- C. Langbort, L. Xiao, R. D'Andrea, and S. Boyd
- Moving horizon filter for monotonic trends
- S. Samar, D. Gorinevsky, and S. Boyd
- Distributed optimization for cooperative agents: Application to formation flight
- R. Raffard, C. Tomlin, and S. Boyd
- Analysis and optimization of randomized gossip algorithms
- S. Boyd, A. Ghosh, B. Prabhakar, and D. Shah
- MP-DSM: a distributed cross layer network control protocol
- D. O'Neill, L. Yan, and S. Boyd
- Rank minimization and applications in system theory
- M. Fazel, H. Hindi, and S. Boyd
- ORACLE: Optimization with recourse of analog circuits including layout extraction
- Y. Xu, L. Pileggi, and S. Boyd
- Equalization of modal dispersion in multimode fiber using spatial light modulators
- E. Alon, V. Stojanovic, J. Kahn, S. Boyd, and M. Horowitz
- Designing fast distributed iterations via semidefinite programming
- L. Xiao and S. Boyd
2003
- Throughput-centric routing algorithm design
- B. Towles, W. Dally, and S. Boyd
- Geometric programming duals of channel capacity and rate distortion
- M. Chiang and S. Boyd
- Control in an information rich world
- R. Murray et al
- Managing power consumption in networks on chips
- T. Simunic, S. Boyd, and P. Glynn
- Log-det heuristic for matrix rank minimization with applications to Hankel and Euclidean distance matrices
- M. Fazel, H. Hindi, and S. Boyd
- Adaptive management of network resources
- D. O'Neill, D. Julian, and S. Boyd
- Optimal routes and flows in congestion constrained ad hoc networks
- D. O'Neill, D. Julian, and S. Boyd
- Future directions in control in an information-rich world
- R. Murray, K. Astrom, S. Boyd, R. Brockett, and G. Stein
- Pricing and learning with uncertain demand
- M. Lobo and S. Boyd
- Worst-case capacity of vector Gaussian channels
- S. Vishwanath, S. Boyd, and A. Goldsmith
- Optimization of phase-locked loop circuits via geometric programming
- D. Colleran, C. Portmann, A. Hassibi, C. Crusius, S. Mohan, S. Boyd, T. Lee, and M. Hershenson
- Seeking Foschini's genie: Optimal rates and powers in wireless networks
- D. O'Neill, D. Julian, and S. Boyd
- Fast linear iterations for distributed averaging
- L. Xiao and S. Boyd
- Fastest mixing Markov chain on a graph
- S. Boyd, P. Diaconis, and L. Xiao
- Optimization-based tuning of low bandwidth control in spatially distributed systems
- D. Gorinevsky, S. Boyd, and G. Stein
- Joint optimization of communication rates and linear systems
- L. Xiao, M. Johansson, H. Hindi, S. Boyd, and A. Goldsmith
2002
- Advances in convex optimization: Interior-point methods, cone programming, and applications
- S. Boyd and L. Vandenberghe
- Computing optimal uncertainty models from frequency domain data
- H. Hindi, C.-Y. Seong, and S. Boyd
- An ellipsoidal approximation to the Hadamard product of ellipsoids
- R. Lorenz and S. Boyd
- Convex optimization of output link scheduling and active queue management in QoS constrained packet switches
- M. Chiang, B. Chan, and S. Boyd
- QoS and fairness constrained convex optimization of resource allocation for wireless cellular and ad hoc networks
- D. Julian, M. Chiang, D. O'Neill, and S. Boyd
- Efficient nonlinear optimization of queueing systems
- M. Chiang, A. Sutivong, and S. Boyd
- Optimal power control in interference limited fading wireless channels with outage probability specifications
- S. Kandukuri and S. Boyd
2001
- Simultaneous routing and resource allocation in CDMA wireless data networks
- M. Johansson, L. Xiao, and S. Boyd
- Advances in convex optimization: Theory, algorithms, and applications
- S. Boyd, L. Vandenberghe
- Simultaneous routing and resource allocation via dual decomposition
- L. Xiao, M. Johansson, and S. Boyd
- Resource allocation for QoS provisioning in wireless ad hoc networks
- M. Chiang, D. O'Neill, D. Julian, and S. Boyd
- Robust linear programming and optimal control
- L. Vandenberghe, S. Boyd, and M. Nouralishahi
- Iterative water-filling for Gaussian vector multiple access channels
- W. Yu, W. Rhee, S. Boyd, and J. Cioffi
- Design of robust global power and ground networks
- S. Boyd, L. Vandenberghe, A. El Gamal, and S. Yun
- Optimal design of a CMOS op-amp via geometric programming
- M. Hershenson, S. Boyd, and T. Lee
- Optimal allocation of local feedback in multistage amplifiers via geometric programming
- J. Dawson, S. Boyd, M. Hershenson, and T. Lee
- A rank minimization heuristic with application to minimum order system approximation
- M. Fazel, H. Hindi, and S. Boyd
2000
- Simutaneous rate and power control in multirate CDMA systems
- S. Kandukuri and S. Boyd
- On achieving reduced error propagation sensitivity in DFE design via convex optimization
- R. Kosut, W. Chung, C. Johnson, and S. Boyd
- Finding ultimate limits of performance for hybrid electric vehicles
- E. Tate and S. Boyd
- Worst-case risk of a portfolio
- M. Lobo and S. Boyd
- SDPSOL: a parser/solver for semidefinite programs with matrix structure
- S.-P. Wu and S. Boyd
- Bandwidth extension in CMOS with optimized on-chip inductors
- S. Mohan, M. Hershenson, S. Boyd, and T. Lee
- Dynamic emission tomography - regularization and inversion
- J. Maeght, D. Noll, and S. Boyd
1999
- Crisis in scholarly publishing C-LIB subcommittee summary
- S. Boyd and A. Herkovic
- Low-authority controller design via convex optimization
- A. Hassibi, J. How, and S. Boyd
- Simple accurate expressions for planar spiral inductances
- S. Mohan, M. Hershenson, S. Boyd, and T. Lee
- Applications of semidefinite programming
- L. Vandenberghe and S. Boyd
- Entropy and random feedback
- S. Boyd
- Control of asynchronous dynamical systems with rate constraints on events
- A. Hassibi, S. Boyd, and J. How
- Design and optimization of LC oscillators
- M. Hershenson, A. Hajimiri, S. Mohan, S. Boyd, and T. Lee
- A two-bit scheme for routing lookup
- B. Prabhakar, P. Gupta, and S. Boyd
- Policies for simultaneous estimation and optimization
- M. Lobo and S. Boyd
- A path-following method for solving BMI problems in control
- A. Hassibi, J. How, and S. Boyd
- A class of Lyapunov functionals for analyzing hybrid dynamical systems
- A. Hassibi, S. Boyd, and J. How
- Optimization of inductor circuits via geometric programming
- M. Hershenson, S. Mohan, S. Boyd, and T. Lee
1998
- Applications of second-order cone programming
- M. Lobo, L. Vandenberghe, S. Boyd, and H. Lebret
- Integer parameter estimation in linear models with applications to GPS
- A. Hassibi and S. Boyd
- Optimal temperature profiles for post-exposure bake of photoresist
- A. Hansson and S. Boyd
- Robust optimal control of linear discrete-time systems using primal-dual interior-point methods
- A. Hansson and S. Boyd
- Connections between semi-infinite and semidefinite programming
- L. Vandenberghe and S. Boyd
- Determinant maximization with linear matrix inequality constraints
- L. Vandenberghe, S. Boyd, and S.-P. Wu
- Optimizing dominant time constant in RC circuits
- L. Vandenberghe, S. Boyd, and A. El Gamal
- Control applications of nonlinear convex programming
- S. Boyd, C. Crusius, and A. Hansson
- Synthesizing stability regions for systems with saturating actuators
- T. Pare, H. Hindi, J. How, and S. Boyd
- Analysis of linear systems with saturation using convex optimization
- H. Hindi and S. Boyd
- GPCAD: A tool for CMOS op-amp synthesis
- M. Hershenson, S. Boyd, and T. Lee
- FIR filter design via spectral factorization and convex optimization
- S.-P. Wu, S. Boyd, and L. Vandenberghe
- Control-relevant experiment design: a plant-friendly, LMI-based approach
- B. Cooley, J. Lee, and S. Boyd
- Multiobjective H_2/H_infinity-optimal control via finite dimensional Q-parametrization and linear matrix inequalities
- H. Hindi, B. Hassibi, S. Boyd
- Robust solutions to l1, l2, and l_infinity uncertain linear approximation problems using convex optimization
- H. Hindi and S. Boyd
- Quadratic stabilization and control of piecewise-linear systems
- A. Hassibi and S. Boyd
- An implementation of discrete multi-tone over slowly time-varying multiple-input/multiple-output channels
- A. Tehrani, A. Hassibi, S. Boyd, and J. Cioffi
1997
- Antenna array pattern synthesis via convex optimization
- H. Lebret and S. Boyd
- Semidefinite programming relaxations of non-convex problems in control and combinatorial optimization
- S. Boyd and L. Vandenberghe
- A global BMI algorithm based on the generalized Benders decomposition
- E. Beran, L. Vandenberghe, and S. Boyd
- Optimal wire and transistor sizing for circuits with non-tree topology
- L. Vandenberghe, S. Boyd, and A. El Gamal
- Obstacle collision detection using best ellipsoid fit
- E. Rimon and S. Boyd
- Optimal linear static control with moment and yield objectives
- A. Hansson, S. Boyd, L. Vandenberghe, and M. Lobo
1996
- Semidefinite programming
- L. Vandenberghe and S. Boyd
- Control for advanced semiconductor device manufacturing: a case history
- T. Kailath, C. Schaper, Y. Cho, P. Gyugyi, S. Norman, P. Park, S. Boyd, G. Franklin, K. Saraswat, M. Moslehi, and C. Davis
- Design and implementation of a parser/solver for SDPs with matrix structure
- S.-P. Wu and S. Boyd
- Optimal excitation signal design for frequency domain system identification using semidefinite programming
- G. Javorzky, I. Kollar, L. Vandenberghe, S. Boyd, and S.-P. Wu
1995
- Review ofMathematical Control Theory: Deterministic Finite-Dimensional Systems
- S. Boyd
- A primal-dual potential reduction method for problems involving matrix inequalities
- L. Vandenberghe and S. Boyd
- CRCD program: convex optimization for engineering analysis and design
- S. Boyd and L. Vandenberghe
1994
- Existence and uniqueness of optimal matrix scalings
- V. Balakrishnan and S. Boyd
- Generalized access control strategies for integrated services token passing systems
- J. Pang, F. Tobagi, and S. Boyd
- Robust control tools: graphical user-interfaces and LMI algorithms
- S. Boyd
- Improving static performance robustness of thermal processes
- M. Kabuli, R. Kosut and S. Boyd
- Efficient convex optimization for engineering design
- S. Boyd, L. Vandenberghe, and M. Grant
- History of linear matrix inequalities in control theory
- S. Boyd, E. Feron, V. Balakrishnan, and L. El Ghaoui
- V. Balakrishnan and S. Boyd
1993
- Method of centers for minimizing generalized eigenvalues
- S. Boyd and L. El Ghaoui
- Closed-loop convex formulation of classical and singular value loop shaping
- C. Barratt and S. Boyd
- Solving interpolation problems via generalized eigenvalue minimization
- S. Boyd and L. El Ghaoui
- Control systems analysis and synthesis via linear matrix inequalities
- S. Boyd, V. Balakrishnan, E. Feron, and L. El Ghaoui
- A polynomial-time algorithm for determining quadratic Lyapunov functions for nonlinear systems
- L. Vandenberghe and S. Boyd
- Linear matrix inequalities in system and control theory
- S. Boyd, L. El Ghaoui, E. Feron, and V. Balakrishnan
1992
- Set-membership identification of systems with parametric and nonparametric uncertainty
- R. Kosut, M. Lau, and S. Boyd
- On computing the worst-case peak gain of linear systems
- V. Balakrishnan and S. Boyd
- Global optimization in control system analysis and design
- V. Balakrishnan and S. Boyd
- Design of stablizing state feedback for delay systems via convex optimization
- E. Feron, V. Balakrishnan, and S. Boyd
- Efficient distance computation using best ellipsoid fit
- E. Rimon and S. Boyd
- On maximizing a robustness measure for structured nonlinear perturbations
- L. El Ghaoui, V. Balakrishnan, E. Feron, and S. Boyd
- E. Feron, V. Balakrishnan, S. Boyd, and L. El Ghaoui
- Computing bounds for the structured singular value via an interior point algorithm
- V. Balakrishnan, E. Feron, S. Boyd and, L. El Ghaoui
- Multivariable feedback control of semiconductor wafer temperature
- S. Norman and S. Boyd
- Interactive loop-shaping design of MIMO controllers
- C. Barratt and S. Boyd
- Dynamics and control of a rapid thermal multiprocessor
- C. Schaper, Y. Cho, P. Gyugyi, G. Hoffmann, S. Norman, P. Park, S. Boyd, G. Franklin, T. Kailath, and K. Saraswat
- Branch-and-bound algorithm for computing the minimum stability degree of parameter-dependent linear systems
- V. Balakrishnan, S. Boyd, and S. Balemi
- Closed-loop convex analysis of performance limits for linear control systems
- S. Boyd and C. Barratt