Boyd, Stephen P.- Department of Electrical Engineering, Stanford University

• Journal of Machine Learning Research 8 (2007) 1519-1555 Submitted 7/06; Revised 1/07; Published 7/07 An Interior-Point Method for Large-Scale 1-Regularized
• Branch and Bound Algorithm for Computing the Minimum Stability Degree of Parameter-dependent
• 1 Robust Minimum Variance Beamforming
• Design and Implementation of a Parser Solver for SDPs with Matrix Structure
• EE263: Introduction to Linear Dynamical Systems Review Session 2
• Imputing a Convex Objective Function Arezou Keshavarz Yang Wang Stephen Boyd
• Low-Authority Controller Design via Convex Optimization1 Arash Hassibi2 Jonathan How Stephen Boyd
• CVXGEN: A Code Generator for Embedded Convex Optimization
• A Tractable Method for Robust Downlink Beamforming in Wireless Communications
• OPERA: OPtimizationwithEllipsoidaluncertaintyfor RobustAnalogICdesign
• Joint Optimization of Communication Rates and Linear Systems
• S. Boyd EE102 meaning & notation
• Scalable Statistical Monitoring of Fleet , Dimitry Gorinevsky
• Robert G. Lorenz Stephen P. Boyd Fig. 1. Beamformer block diagram
• ROBUST LINEAR PROGRAMMING AND OPTIMAL Lieven Vandenberghe ,1 Stephen Boyd
• Robust Efficient Frontier Analysis with a Separable Uncertainty Model
• Gossip Algorithms: Design, Analysis and Applications
• 652 IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 54, NO. 3, MARCH 2009 Analysis and Synthesis of State-Feedback
• FM11 -12:W SOLVING INTERPOLATION PROBLEMS VIA GENERALIZED
• S. Boyd EE102 Circuit analysis via Laplace transform
• Joint Optimization of Wireless Communication and Networked Control Systems
• IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, VOL. 18, NO. 2, MARCH 2010 267 Fast Model Predictive Control Using
• Software for Secondorder Cone Programming
• S. Boyd EE102 Applications of feedback
• IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS--I: FUNDAMENTAL THEORY AND APPLICATIONS, VOL. 48, NO. 1, JANUARY 2001 1 Optimal Allocation of Local Feedback in Multistage
• Wind Turbine Pitch Optimization Benjamin Biegel Morten Juelsgaard Matt Kraning Stephen Boyd Jakob Stoustrup
• Distributed Average Consensus with Time-Varying Metropolis Weights
• EE263: Introduction to Linear Dynamical Systems Review Session 4: Midterm Review
• Systems & Control Letters 54 (2005) 835853 www.elsevier.com/locate/sysconle
• Operation and Configuration of a Storage Portfolio via Convex Optimization
• Filtered Audio Demo Max Kamenetsky
• Convex Optimization Convex Optimization
• Closed-Loop Convex Formulation of Classical and Singular Value Loop Shaping
• Engineering Optimization Vol. 41, No. 4, April 2009, 365384
• Optimal temperature pro les for post-exposure bake of photo-resist
• 606 IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, VOL. 1, NO. 4, DECEMBER 2007 An Interior-Point Method for Large-Scale
• ORACLE: Optimizationwith Recourseof Analog Circuits including Layout Extraction
• A Duality View of Spectral Methods for Dimensionality Reduction Lin Xiao lxiao@caltech.edu
• 2426 IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 54, NO. 10, OCTOBER 2009 Nonlinear Q-Design for Convex Stochastic Control
• S. Boyd EE102 Qualitative properties of signals & Laplace
• SIAM REVIEW c 2007 Society for Industrial and Applied Mathematics Vol. 49, No. 1, pp. 5264
• IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, VOL. 20, NO. 1, JANUARY 2001 1 Optimal Design of a CMOS Op-Amp via Geometric
• The worst-case risk of a portfolio Miguel Sousa Lobo1
• Distributed Average Consensus with Least-Mean-Square Deviation Lin Xiao, Stephen Boyd, and Seung-Jean Kim
• Inferring Stable Genetic Networks from Steady-State Data
• Geometric Programming for Circuit Optimization [Extended Abstract]
• Genetic network identification using convex programming A. Agung Julius1,
• Dynamic Network Utility Maximization with Delivery N. Trichakis A. Zymnis S. Boyd
• Optim Eng (2010) 11: 319337 DOI 10.1007/s11081-009-9101-7
• IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 57, NO. 2, FEBRUARY 2009 451 Sensor Selection via Convex Optimization
• OPTIMAL EXCITATION SIGNAL DESIGN FOR FREQUENCY DOMAIN SYSTEM IDENTIFICATION USING SEMIDEFINITE PROGRAMMING
• Estimation of Faults in DC Electrical Power System Dimitry Gorinevsky, Stephen Boyd, and Scott Poll
• Graph Implementations for Nonsmooth Convex Programs
• A Parser/Solver for Semidefinite Programming and Determinant Maximization Problems with Matrix Structure
• Hyperspectral Image Unmixing via Alternating Projected Subgradients
• 1994 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS--I: REGULAR PAPERS, VOL. 56, NO. 9, SEPTEMBER 2009 Processor Speed Control With Thermal Constraints
• Optimal Kernel Selection in Kernel Fisher Discriminant Analysis
• A primer on matrices Stephen Boyd
• CONTROL SYSTEM ANALYSIS AND SYNTHESIS VIA LINEAR MATRIX INEQUALITIES1
• Matrix Operations transpose, sum & difference, scalar multiplication
• Control in an Information Rich World Report of the Panel on Future Directions in
• Simultaneous Routing and Resource Allocation via Dual Decomposition
• SIAM J. MATRIX ANAL. APPL. Vol. 16, No. 1, pp. 29-39, January 1995
• IMA Journal of Mathematical Control & Information (1984) 1, 243-282 Analytical Foundations of Volterra Series*
• EE263: Introduction to Linear Dynamical Systems Review Session 3
• Journal of Intelligent and Robotic Systems 18: 105126, 1997. 105 c 1997 Kluwer Academic Publishers. Printed in the Netherlands.
• Method of Centers For Minimizing Generalized Eigenvalues
• 96 IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, VOL. 12, NO. 1, JANUARY 2004 Managing Power Consumption in Networks on Chips
• Log-det heuristic for matrix rank minimization with applications to Hankel and Euclidean distance matrices
• SIAM REVIEW c 2006 Society for Industrial and Applied Mathematics Vol. 48, No. 4, pp. 681699
• S. Boyd EE102 The Laplace transform
• EE263: Introduction to Linear Dynamical Systems Review Session 1
• Digital Object Identifier (DOI) 10.1007/s10107-005-0679-z Math. Program., Ser. B 107, 6389 (2006)
• cvx Users' Guide for cvx version 1.21
• Optimal Allocation of Local Feedback in Multistage Amplifiers via Geometric Programming
• COMPUTING BOUNDS FOR THE STRUCTURED SINGULAR VALUE VIA AN INTERIOR POINT ALGORITHM
• S. Boyd EE102 Natural response of first and second order
• Low-Authority Controller Design via Convex Optimization
• Efficient Nonlinear Optimizations of Queuing Systems Mung Chiang, Arak Sutivong, and Stephen Boyd
• Determinant maximization with linear matrix inequality constraints
• Optimal Design of a CMOS Op-amp via Geometric Programming
• Lecture Notes for EE263 Stephen Boyd
• MP-DSM: A Distributed Cross Layer Network Control Protocol
• Optim Eng (2007) 8: 397430 DOI 10.1007/s11081-007-9011-5
• 3294 IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 50, NO. 12, DECEMBER 2004 IV. CONCLUSION
• 5.2 NORMS OF SISO LTI SYSTEMS 105 13 kpk step = 1:36
• IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 56, NO. 4, APRIL 2008 1539 Robust Beamforming via Worst-Case
• S. Boyd EE102 Rational functions and partial fraction
• Software for Second-order Cone Programming
• An open letter concerning Subspaces that Minimize the Condition Number of a
• Optim Eng (2009) 10: 117 DOI 10.1007/s11081-008-9045-3
• LINEAR ALGEBRA APPLICATIONS
• Software for Determinant Maximization Problems User's Guide
• Code Generation for Receding Horizon Control Jacob Mattingley Yang Wang Stephen Boyd
• Growing Well-connected Graphs Arpita Ghosh Stephen Boyd
• Fast communication Mixed linear system estimation and identification
• 1. FIR Filter Design via Spectral Factorization and Convex Optimization 1 FIR Filter Design via Spectral
• J. Parallel Distrib. Comput. 67 (2007) 3346 www.elsevier.com/locate/jpdc
• 1136 IEEE TRANSACTIONS ON COMMUNICATIONS, VOL. 52, NO. 7, JULY 2004 Simultaneous Routing and Resource
• Automatica, Vol. 22, No. 6, pp, 629 639, 1986 Printed in Great Britain.
• Robust Chebyshev FIR Equalization Almir Mutapcic, Seung-Jean Kim, and Stephen Boyd
• Mixed State Estimation for a Linear Gaussian Markov Model Argyrios Zymnis Stephen Boyd Dimitry Gorinevsky
• Adaptive Modulation in Wireless Networks with Smoothed Flow Utility
• On Computing the Worst-Case Peak Gain of Linear Systems V. Balakrishnan and S. Boyd
• Simultaneous Routing and Power Allocation in CDMA Wireless Data Networks
• Dynamic Network Utility Maximization Nikolaos Trichakis Stephen Boyd Argyrios Zymnis
• Ann Oper Res (2007) 152:341365 DOI 10.1007/s10479-006-0145-1
• 43rd IEEE Conference on Decisionand Control December 14-17,2004
• Copyright by SIAM. Unauthorized reproduction of this article is prohibited. SIAM REVIEW c 2008 Society for Industrial and Applied Mathematics
• Detecting Aircraft Performance Anomalies from Cruise Flight Data
• Throughput-Centric Routing Algorithm Design Brian Towles, William J. Dally, and Stephen Boyd
• Optim Eng (2007) 8: 67127 DOI 10.1007/s11081-007-9001-7
• INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL Int. J. Robust Nonlinear Control 2010; 20:19932002
• lsgs: Large-scale Gate Sizing MATLAB Toolbox Version 0.29
• Digital Object Identifier 10.1109/MCS.2011.940571 eceding horizon control (RHC), also known as model
• Load Reduction of Wind Turbines Using Receding Horizon Control Mohsen Soltani, Rafael Wisniewski, Per Brath, and Stephen Boyd
• Foundations and Trends R Machine Learning
• Distributed Optimization and Statistics via Alternating Direction Method of Multipliers
• Approximate Dynamic Programming via Iterated Bellman Inequalities
• ARTICLE IN PRESS Automatica ( )
• IEEE SIGNAL PROCESSING MAGAZINE [50] MAY 2010 1053-5888/10/$26.002010IEEE onvex optimization has been used in signal processing for a
• INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL Int. J. Robust. Nonlinear Control (2010)
• Controller Coefficient Truncation Using Lyapunov Performance Certificate
• IEEE/ACM TRANSACTIONS ON NETWORKING, VOL. 18, NO. 3, JUNE 2010 973 Fast Algorithms for Resource Allocation in
• Fast Model Predictive Control Using Online Optimization
• 1 Automatic Code Generation for Real-Time Convex Optimization
• IEEE SIGNAL PROCESSING LETTERS, VOL. 17, NO. 2, FEBRUARY 2010 149 Compressed Sensing With Quantized Measurements
• INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL Int. J. Robust. Nonlinear Control (2010)
• Published in IET Systems Biology Received on 1st September 2007
• Copyright by SIAM. Unauthorized reproduction of this article is prohibited. SIAM REVIEW c 2009 Society for Industrial and Applied Mathematics
• Relaxed maximum a posteriori fault identification Argyrios Zymnis , Stephen Boyd, Dimitry Gorinevsky
• Systems & Control Letters 58 (2009) 178182 Contents lists available at ScienceDirect
• Performance Bounds for Constrained Linear Stochastic Control
• 1030 IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 57, NO. 3, MARCH 2009 Optimal Estimation of Deterioration From
• J Fourier Anal Appl (2008) 14: 877905 DOI 10.1007/s00041-008-9045-x
• 2760 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS--I: REGULAR PAPERS, VOL. 55, NO. 9, OCTOBER 2008 An Efficient Method for Large-Scale Gate Sizing
• Copyright by SIAM. Unauthorized reproduction of this article is prohibited. SIAM J. OPTIM. c 2008 Society for Industrial and Applied Mathematics
• Copyright by SIAM. Unauthorized reproduction of this article is prohibited. SIAM J. OPTIM. c 2008 Society for Industrial and Applied Mathematics
• 3162 IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 56, NO. 7, JULY 2008 Filter Design With Low Complexity Coefficients
• LEARNING THE KERNEL VIA CONVEX OPTIMIZATION Seung-Jean Kim, Argyrios Zymnis, Alessandro Magnani, Kwangmoo Koh, and Stephen Boyd
• Tractable Approximate Robust Geometric Programming
• Optim Eng (2008) 9: 95118 DOI 10.1007/s11081-007-9025-z
• Temperature Control of High-Performance Multi-core Platforms Using Convex Optimization
• IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 53, NO. 2, 2008, PP. 257272 1 Design of Low-bandwidth Spatially Distributed Feedback
• IEEE TRANSACTIONS ON ROBOTICS, VOL. 23, NO. 6, DECEMBER 2007 1117 Fast Computation of Optimal Contact Forces
• Dynamic Network Utility Maximization with Delivery Contracts
• 348 IEEE SIGNAL PROCESSING LETTERS, VOL. 14, NO. 5, MAY 2007 Beamforming With Uncertain Weights
• A Method for Large-Scale 1-Regularized Logistic Regression Kwangmoo Koh and Seung-Jean Kim and Stephen Boyd
• Portfolio optimization with linear and fixed transaction costs
• Temperature-Aware Processor Frequency Assignment for MPSoCs Using Convex Optimization
• Distributed Estimation via Dual Decomposition Sikandar Samar
• Linear Algebra and its Applications 418 (2006) 693707 www.elsevier.com/locate/laa
• Embedded Estimation of Fault Parameters in an Unmanned Aerial Vehicle Sikandar Samar
• Array Signal Processing with Robust Rejection Constraints via
• Design Tools for Emerging Technologies S. Johnson, Y. Avniel, J. White
• A Space-Time Diffusion Scheme for Peer-to-Peer Least-Squares Estimation
• Fastest mixing Markov chain on a path Stephen Boyd
• 2508 IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 52, NO. 6, JUNE 2006 Randomized Gossip Algorithms
• JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS: Vol. 129, No. 3, pp. 469488, June 2006 ( C 2006) DOI: 10.1007/s10957-006-9080-1
• Convex Optimization of Graph Laplacian Eigenvalues
• Disciplined Convex Programming Michael Grant1, Stephen Boyd1, and Yinyu Ye12
• Disciplined Convex Programming Stephen Boyd Michael Grant
• 372 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS--I: REGULAR PAPERS, VOL. 53, NO. 2, FEBRUARY 2006 Optimization-Based Design and Implementation of
• Tractable fitting with convex polynomials via sum-of-squares Alessandro Magnani
• Control of Uncertainty-Affected Discrete Time Linear Systems Convex Programming
• Power Control in Lognormal Fading Wireless Channels with Uptime Probability Specifications via Robust Geometric
• 1684 IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 53, NO. 5, MAY 2005 Robust Minimum Variance Beamforming
• Proceeding of the 2004 American Control Conference FrM19.1 Boston, Massachusetts June 30 -July 2,2004
• OPERA: OPtimization with Ellipsoidal uncertainty for Robust Analog IC design
• Robust Fisher Discriminant Analysis Seung-Jean Kim Alessandro Magnani Stephen P. Boyd
• OPERATIONS RESEARCH Vol. 53, No. 6, NovemberDecember 2005, pp. 899932
• SIAM J. MATRIX ANAL. APPL. c 2005 Society for Industrial and Applied Mathematics Vol. 27, No. 2, pp. 532546
• 2660 IEEE TRANSACTIONS ON ELECTRON DEVICES, VOL. 52, NO. 12, DECEMBER 2005 Optimal Doping Profiles via Geometric Programming
• A New Method for Design of Robust Digital Circuits Dinesh Patil, Sunghee Yun, Seung-Jean Kim, Alvin Cheung, Mark Horowitz and Stephen Boyd
• Mixing Times for Random Walks on Geometric Random Stephen Boyd Arpita Ghosh Balaji Prabhakar Devavrat Shah
• Geometric Programming and Its Applications to EDA Problems
• A Decomposition Approach to Distributed Analysis of Networked Cedric Langbort Lin Xiao Raffaello D'Andrea Stephen Boyd
• Distributed Optimization for Cooperative Agents: Application to Formation Flight
• Proceeding of the 2004 American ControlConference Boston. Massachusetts June 30 -July 2,2004
• ORACLE: Optimization with Recourse of Analog Circuits including Layout Extraction
• Optimization with Recourse of Analog Circuits including Layout Extraction
• Equalization of Modal Dispersion in Multimode Fiber using Spatial Light Modulators
• Designing Fast Distributed Iterations via Semidefinite Programming
• IEEE TRANSACTIONS ON INFORMATION THEORY, VOL. 50, NO. 2, FEBRUARY 2004 245 Geometric Programming Duals of Channel
• Managing Power Consumption in Networks on Chips Tajana Simunic
• Adaptive Management of Network Resources Daniel C. ONeill, David Julian, and Stephen Boyd
• Optimal Routes and Flows in Congestion Constrained Ad Hoc Networks
• Optimization of Phase-Locked Loop Circuits via Geometric Programming
• Seeking Foschini's Genie: Optimal Rates and Powers in Wireless Networks
• Available online at www.sciencedirect.com Systems & Control Letters 53 (2004) 6578
• Fast Linear Iterations for Distributed Averaging 1 Lin Xiao Stephen Boyd
• SIAM REVIEW c 2004 Society for Industrial and Applied Mathematics Vol. 46, No. 4, pp. 667689
• Joint Optimization of Communication Rates and Linear Systems
• Advances in Convex Optimization: Interior-point Methods, Cone Programming,
• IEEE INFOCOM 2002 1 QoS and Fairness Constrained Convex
• 46 IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, VOL. 1, NO. 1, JANUARY 2002 Optimal Power Control in Interference-Limited
• Simultaneous Routing and Resource Allocation for Wireless Networks
• Resource Allocation for QoS Provisioning in Wireless Ad Hoc Networks
• Robust linear programming and optimal control Lieven Vandenberghe
• Design of Robust Global Power and Ground S. Boyd L. Vandenberghe A. El Gamal S. Yun
• CMOS Operational Ampli er Design and Optimization via Geometric Programming Maria del Mar Hershenson, Stephen Boyd, Thomas H. Lee
• Automated Design of Folded-Cascode Op-Amps with Sensitivity Analysis Maria del Mar Hershenson, Stephen P. Boyd and Thomas H. Lee
• Severalproblemsarising in control system analysis and design,such asreduced order controllersynthe-
• Finding Ultimate Limits of Performance for Hybrid Electric Edward D. Tate
• Bandwidth Extension in CMOS with Optimized On-Chip Inductors
• IEEE JOURNAL OF SOLID-STATE CIRCUITS, VOL. 34, NO. 10, OCTOBER 1999 1419 Simple Accurate Expressions for Planar Spiral Inductances
• Control of Asynchronous Dynamical Systems with Rate Constraints on Events
• Design and optimization of LC oscillators Maria del Mar Hershenson1
• Policies for Simultaneous Estimation and Optimization Miguel Sousa Lobo 1
• A Path-following Method for Solving BMI Problems in Arash Hassibi1
• Optimization of Inductor Circuits via Geometric Programming
• CONNECTIONS BETWEEN SEMI-INFINITE AND
• Determinant maximization with linear matrix inequality constraints
• Optimizing dominant time constant in RC Lieven Vandenberghe, Stephen Boyd, and Abbas El Gamal
• Control Applications of Nonlinear Convex Programming
• Quadratic Stabilization and Control of Piecewise-Linear Systems 1 Arash Hassibi Stephen Boyd
• An Implementation of Discrete Multi-Tone over Slowly Time-varying Multiple-Input/Multiple-Output
• SEMIDEFINITE PROGRAMMING RELAXATIONS OF NON-CONVEX
• SIAM REVIEW Vol. 38, No. 1, pp. 49-95, March 1996
• Mathematical Control Theory: Deterministic Finite-Dimensional Systems,
• Robust Control Tools: Graphical User-Interfaces
• EFFICIENT CONVEX OPTIMIZATION FOR ENGINEERING DESIGN
• A polynomial-time algorithm for determining quadratic Lyapunov functions for nonlinear systems
• WA1 -11:OO Proceedingsof 25th Conference
• A Note on Parametric and Nonparametric Uncertainties in Control Systems
• 968 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, VOL. CAS-32,NO. 9, SEPTEMBER 1985 A (Z, , Z,) has no zeros as the unit hypercircle, however, for the
• 648 IEkE TRANSACTIONS ON CIRCIJI'TS AND SYSTEMS, VOL. CAS-30,NO. 9, SEPTEMBER 1983 Uniqueness of a Basic Nonlinear Structure
• IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, VOL. CAS-30,NO. 8, AUGUST 1983 571 Measuring Volterra Kernels
• S. Boyd EE102 notation and meaning
• S. Boyd EE102 Transfer functions and convolution
• S. Boyd EE102 Time-domain properties of convolution systems
• S. Boyd EE102 Feedback: static analysis
• S. Boyd EE102 Feedback control systems: static analysis
• S. Boyd EE102 Brief review of complex numbers
• Linear Controller Design: Limits of Performance
• ggplab version 1.00 A Matlab Toolbox for Geometric Programming
• l1 ls: A Matlab Solver for Large-Scale 1-Regularized Least Squares Problems
• EE263 Prof. S. Boyd Basic Notation
• Linear Equations and Matrices linear functions
• EE263 Prof. S. Boyd Solving general linear equations using Matlab
• EE263 Prof. S. Boyd Low Rank Approximation and Extremal Gain
• EE263: Introduction to Linear Dynamical Systems Review Session 5
• EE263: Introduction to Linear Dynamical Systems Review Session 6
• EE263: Introduction to Linear Dynamical Systems Review Session 8
• V2Tau: Verilog to LSGS Format Conversion Tool Version 0.2
• LSGS: Large-scale Gate Sizing MATLAB Toolbox Version 0.25
• Design of Robust Global Power and Ground Networks E.E. Department
• Near-Optimal Routing Lookups with Bounded Worst Case Performance
• Design of Stabilizing State Feedback for Delay Systems via Convex Optimization
• An Efiient M-eth for Large-cale p-Regularize Convex Loss inim-ization
• SEMIDEFINITE PROGRAMMING AND MULTIVARIATE CHEBYSHEV BOUNDS
• A GLOBAL BMI ALGORITHM BASED ON THE GENERALIZED BENDERS DECOMPOSITION
• FIR Filter Design via Semide nite Programming and Spectral Factorization
• Multi-Period Portfolio Optimization with Constraints and Transaction Costs
• Convex Optimization of Graph Laplacian Eigenvalues
• Matrix Terminology and Notation matrix dimensions
• MathematicalProgramming69 (1995) 205-236 A primal-dual potential reduction method for
• 2476 IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 55, NO. 11, NOVEMBER 2010 Design of Affine Controllers via Convex Optimization
• 526 IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 45, NO. 3, MARCH 1997 Antenna Array Pattern Synthesis
• S. Boyd EE102 Integral action
• ISIT2001, Washington, DC, June 2429, 2001 Iterative Water-filling for Gaussian Vector Multiple Access Channels
• A MATLAB implementation for best approximation of two-term log-sum-exp function
• JOURNAL OF LIGHTWAVE TECHNOLOGY, VOL. 26, NO. 10, MAY 15, 2008 1295 Compensation of Multimode Fiber Dispersion Using
• Structured and Simultaneous Lyapunov Functions for System Stability Problems
• NUMERICAL METHODS FOR H2 RELATED PROBLEMS E. Feron, V. Balakrishnan, S. Boyd1
• Optimization Methods & Software Vol. 24, No. 3, June 2009, 381406
• Hindawi Publishing Corporation EURASIP Journal on Wireless Communications and Networking
• Convex Optimization of Output Link Scheduling and Active Queue Management in QoS Constrained
• By Richard M. Murray, Karl J. strm,
• Integer Parameter Estimation in Linear Models with Applications to GPS1
• A Matlab Solver for Geometric Programs in Convex Form
• A Parser Solver for Semide nite Programming and Determinant Maximization Problems with Matrix Structure
• Applications of Semide nite Programming Lieven Vandenberghe1
• Optimized Self-Tuning for Circuit Aging Evelyn Mintarno*
• Optimization of Phase-Locked Loop Circuits via
• AN EFFICIENT METHOD FOR COMPRESSED SENSING Seung-Jean Kim, Kwangmoo Koh, Michael Lustig, and Stephen Boyd
• ON MAXIMIZING A ROBUSTNESS MEASURE FOR STRUCTURED NONLINEAR PERTURBATIONS
• Iterative Water-filling for Gaussian Vector Multiple Access Wei Yu member IEEE, Wonjong Rhee member IEEE, Stephen Boyd fellow IEEE,
• Copyright by SIAM. Unauthorized reproduction of this article is prohibited. SIAM J. OPTIM. c 2009 Society for Industrial and Applied Mathematics
• Optimal Wire and Transistor Sizing for Circuits With Non-Tree Topology
• Frequency (Hz) Magnitude(dB)
• DISCIPLINED CONVEX PROGRAMMING A DISSERTATION
• A Heuristic Method for Statistical Digital Circuit Sizing
• Optimized Slowdown in Real-Time Task Systems via Geometric Programming
• Optimal Linear Static Control with Moment and Yield Objectives
• An Interior-Point Method for Large Scale Network Utility Maximization
• Optimization-based Tuning of Low-bandwidth Control in Spatially
• Two-Fund Separation under Model Mis-Specification Seung-Jean Kim
• 1150 IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS,VOL. CAS-32, NO, 11, NOVEMBER 1985 Fading Memory and the Problem
• An Efficient Method for Large-Scale Slack Allocation Siddharth Joshi Stephen Boyd
• A Heuristic Method for Statistical Digital Circuit Sizing Stephen Boyda, Seung-Jean Kima, Dinesh Patilb, Mark Horowitzb
• EE263 Prof. S. Boyd Derivative, Gradient, and Lagrange Multipliers
• DETERMINANT MAXIMIZATION WITH LINEAR MATRIX INEQUALITY CONSTRAINTSy
• E cient Distance Computation Using Best Ellipsoid Fit Technical Report
• Linear Matrix Inequalities in System and Control Theory
• Entropy and random feedback Stephen P. Boyd
• 2938 IEEE TRANSACTIONS ON SIGNAL PROCESSING, VOL. 46, NO. 11, NOVEMBER 1998 Integer Parameter Estimation in Linear
• Linear Matrix Inequalities in System and Control Theory
• A Class of Lyapunov Functionals for Analyzing Hybrid Dynamical Systems
• FIR Filter Design via Spectral Factorization and Convex Optimization 1 FIR Filter Design via Spectral Factorization
• EE263 Prof. S. Boyd Crimes Against Matrices
• Pricing and learning with uncertain demand Miguel Sousa Lobo1
• Fast Evaluation of Quadratic Control-Lyapunov Policy
• Advances in Convex Optimization: Theory, Algorithms, and Applications
• Code Generation for Receding Horizon Control Jacob Mattingley Yang Wang Stephen Boyd
• EE263: Introduction to Linear Dynamical Systems Review Session 9
• Generalized Chebyshev Inequalities and Semidefinite Programming
• S. Boyd EE102 Dynamic analysis of feedback
• A Minimax Theorem with Applications to Machine Learning, Signal Processing, and Finance
• Likelihood Bounds for Constrained Estimation with Uncertainty Sikandar Samar
• A Scheme for Robust Distributed Sensor Fusion Based on Average Consensus
• Symmetry Analysis of Reversible Markov Chains Stephen Boyd
• Global Optimization in Control System Analysis and Design
• Proceedingsof the American Control Conference Philadelphia,Pennsylvania June 1998
• S. Boyd EE102 Sinusoidal steady-state and frequency response
• Moving Horizon Filter for Monotonic Trends Sikandar Samar
• GPCAD: A Tool for CMOS Op-Amp Synthesis Maria del Mar Hershenson, Stephen P. Boyd, Thomas H. Lee
• 148 IEEE TRANSACTIONS ON AUTOMATIC CONTROL, VOL. 48, NO. 1, JANUARY 2003 Fig. 2. Resultant output trajectory by (27).
• EE263 Prof. S. Boyd Least squares and least norm in Matlab
• A Matlab Solver for Geometric Programs in Posynomial Form
• Min-Max Approximate Dynamic Programming Brendan O'Donoghue Yang Wang Stephen Boyd
• Operation and Configuration of a Storage Portfolio via Convex Optimization
• 760 IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, VOL. 30, NO. 5, MAY 2011 Self-Tuning for Maximized Lifetime
• Block Splitting for Large-Scale Distributed Learning Neal Parikh
• Automatica 48 (2012) 595605 Contents lists available at SciVerse ScienceDirect
• Performance Bounds and Suboptimal Policies for Multi-Period Investment
• An ADMM Algorithm for a Class of Total Variation Regularized Estimation
• Quadratic Approximate Dynamic Programming for Input-Affine Systems