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CVX

swMATH ID: 4594
Software Authors: Michael Grant; Stephen Boyd
Description: CVX is a modeling system for constructing and solving disciplined convex programs (DCPs). CVX supports a number of standard problem types, including linear and quadratic programs (LPs/QPs), second-order cone programs (SOCPs), and semidefinite programs (SDPs). CVX can also solve much more complex convex optimization problems, including many involving nondifferentiable functions, such as ℓ1 norms. You can use CVX to conveniently formulate and solve constrained norm minimization, entropy maximization, determinant maximization, and many other convex programs. As of version 2.0, CVX also solves mixed integer disciplined convex programs (MIDCPs) as well, with an appropriate integer-capable solver.
Homepage: http://cvxr.com/cvx/
Dependencies: Matlab
Related Software: SeDuMi; SDPT3; YALMIP; Mosek; Matlab; PDCO; CVXPY; Gurobi; CPLEX; UCI-ml; GitHub; CoSaMP; PhaseLift; SPGL1; GloptiPoly; CVXR; BARON; ECOS; TFOCS; Ipopt
Referenced in: 853 Publications

Standard Articles

1 Publication describing the Software, including 1 Publication in zbMATH Year
Disciplined convex programming. Zbl 1130.90382
Grant, Michael; Boyd, Stephen; Ye, Yinyu
2006
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Referenced by 1,647 Authors

23 Boyd, Stephen Poythress
20 Khlebnikov, Mikhail Vladimirovich
18 Xia, Yong
13 Salahi, Maziar
12 Li, Duan
10 Chuong, Thai Doan
10 Zhang, Shuzhong
10 Zheng, Xiaojin
9 Gillis, Nicolas
9 Jeyakumar, Vaithilingam
9 Shcherbakov, Pavel S.
9 Tian, Ye
8 Nemirovski, Arkadi S.
7 Juditsky, Anatoli B.
7 Sharma, Punit
7 Sun, Xiaoling
6 Beck, Amir
6 Deng, Zhibin
6 Fang, Shu-Cherng
6 Foucart, Simon
6 Patra, Sourav
6 Peng, Jiming
6 Polyak, Boris Teodorovich
6 Xu, Yangyang
6 Zhao, Yunbin
5 Bai, Yanqin
5 Gelb, Anne
5 He, Simai
5 Jiao, Liguo
5 Kim, Donghwan
5 Lee, Jae Hyoung
5 Lisser, Abdel
5 Lubin, Miles
5 Luo, Jian
5 Zhou, Julie
4 Ansary Karbasy, Saeid
4 Bhowmick, Parijat
4 Candès, Emmanuel J.
4 Fessler, Jeffrey A.
4 Jiang, Bin
4 Johnston, Nathaniel
4 Li, Zhening
4 Lu, Cheng
4 Luo, Hezhi
4 Nayak, Rupaj Kumar
4 Ohlsson, Henrik
4 Postek, Krzysztof
4 Semenikhin, Konstantin V.
4 Terlaky, Tamás
4 Toh, Kim Chuan
4 Trnovská, Mária
4 Uhler, Caroline
4 Vandenberghe, Lieven
4 Vermeire, Brian C.
4 Wong, Wengkee
4 Xu, Huan
4 Yan, Xin
4 Zhang, Ke
4 Zheng, Zhi
3 Adcock, Ben
3 Andersen, Martin S.
3 Arcak, Murat
3 Banjerdpongchai, David
3 Becker, Stephen R.
3 Bemporad, Alberto
3 Bhattacharya, Raktim
3 Borcea, Liliana
3 Brandeau, Margaret L.
3 Brunton, Steven L.
3 Cheng, Jianqiang
3 Cui, Baotong
3 De Persis, Claudio
3 Diamond, Steven
3 Doan, Xuan Vinh
3 Dumitrescu, Bogdan Alexandru
3 Fawzi, Hamza
3 Fernandez-Granda, Carlos
3 Garatti, Simone
3 Ghate, Archis
3 Grant, Michael C.
3 Halická, Margaréta
3 He, Yifei
3 Hedayati Nasab, Siavash
3 Iwen, Mark A.
3 Jiang, Rujun
3 Jin, Qingwei
3 Kanno, Yoshihiro
3 Kelley, Carl T.
3 Khodamoradi, Tahereh
3 Kocyigit, Ilker
3 Kruczenski, Martín
3 Kutz, J. Nathan
3 Kvinto, Yana I.
3 La Torre, Fernando De
3 Lellmann, Jan
3 Li, Guoyin
3 Liu, Jia
3 Ljung, Lennart
3 McCoy, Michael B.
3 Minoux, Michel Andre
...and 1,547 more Authors
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Referenced in 214 Serials

56 Automatica
36 SIAM Journal on Optimization
31 Mathematical Programming. Series A. Series B
27 Journal of Global Optimization
26 Automation and Remote Control
22 Computational Optimization and Applications
18 European Journal of Operational Research
17 International Journal of Control
16 Applied and Computational Harmonic Analysis
15 Journal of the Franklin Institute
15 Journal of Optimization Theory and Applications
14 Mathematical Problems in Engineering
14 Optimization Letters
13 INFORMS Journal on Computing
13 SIAM Journal on Imaging Sciences
12 Multidimensional Systems and Signal Processing
12 Linear Algebra and its Applications
11 Operations Research
11 SIAM Journal on Matrix Analysis and Applications
11 Optimization and Engineering
10 Journal of Machine Learning Research (JMLR)
10 Journal of Industrial and Management Optimization
9 Journal of Computational Physics
9 Journal of Scientific Computing
9 Computational Statistics and Data Analysis
9 SIAM Journal on Scientific Computing
9 Optimization Methods & Software
9 Electronic Journal of Statistics
8 SIAM Journal on Control and Optimization
8 Operations Research Letters
8 Mathematical Programming Computation
7 Applied Mathematics and Computation
7 Systems & Control Letters
7 Annals of Operations Research
7 International Journal of Systems Science. Principles and Applications of Systems and Integration
6 Inverse Problems
6 The Annals of Statistics
6 European Journal of Control
6 Journal of Combinatorial Optimization
5 Kybernetika
5 Computers & Operations Research
5 Signal Processing
5 International Journal of Computer Vision
5 The Journal of Fourier Analysis and Applications
5 Foundations of Computational Mathematics
5 The Annals of Applied Statistics
4 International Journal of Robust and Nonlinear Control
4 Statistical Papers
4 Computational and Applied Mathematics
4 Nonlinear Analysis. Hybrid Systems
4 Statistics and Computing
4 Numerical Algebra, Control and Optimization
4 Journal of the Operations Research Society of China
3 Mathematical Biosciences
3 Information Sciences
3 Journal of Computational and Applied Mathematics
3 Mathematics of Operations Research
3 Numerische Mathematik
3 Neural Networks
3 Numerical Algorithms
3 Nonlinear Dynamics
3 Taiwanese Journal of Mathematics
3 Mathematical Methods of Operations Research
3 Journal of High Energy Physics
3 Quantitative Finance
3 SIAM/ASA Journal on Uncertainty Quantification
2 Computer Methods in Applied Mechanics and Engineering
2 Journal of Mathematical Analysis and Applications
2 IEEE Transactions on Automatic Control
2 Journal of Approximation Theory
2 Journal of Econometrics
2 SIAM Journal on Numerical Analysis
2 Optimal Control Applications & Methods
2 Statistics & Probability Letters
2 Circuits, Systems, and Signal Processing
2 Optimization
2 ACM Transactions on Graphics
2 Algorithmica
2 SIAM Journal on Discrete Mathematics
2 Machine Learning
2 International Journal of Adaptive Control and Signal Processing
2 Discrete Event Dynamic Systems
2 Computational Statistics
2 Journal of Statistical Computation and Simulation
2 Pattern Recognition
2 SIAM Journal on Applied Mathematics
2 SIAM Review
2 Journal of Computer and Systems Sciences International
2 Numerical Linear Algebra with Applications
2 Soft Computing
2 PAA. Pattern Analysis and Applications
2 Chaos
2 Data Mining and Knowledge Discovery
2 New Journal of Physics
2 Multiscale Modeling & Simulation
2 Journal of Computational Acoustics
2 Journal of Statistical Mechanics: Theory and Experiment
2 Symmetry
2 Asian Journal of Control
2 Information and Inference
...and 114 more Serials
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Referenced in 43 Fields

452 Operations research, mathematical programming (90-XX)
188 Systems theory; control (93-XX)
167 Numerical analysis (65-XX)
136 Statistics (62-XX)
104 Computer science (68-XX)
103 Information and communication theory, circuits (94-XX)
66 Calculus of variations and optimal control; optimization (49-XX)
52 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
45 Linear and multilinear algebra; matrix theory (15-XX)
28 Biology and other natural sciences (92-XX)
25 Probability theory and stochastic processes (60-XX)
21 Quantum theory (81-XX)
20 Harmonic analysis on Euclidean spaces (42-XX)
16 Operator theory (47-XX)
15 Combinatorics (05-XX)
15 Partial differential equations (35-XX)
13 Convex and discrete geometry (52-XX)
12 Approximations and expansions (41-XX)
9 Dynamical systems and ergodic theory (37-XX)
9 Fluid mechanics (76-XX)
6 Functions of a complex variable (30-XX)
6 Functional analysis (46-XX)
6 Optics, electromagnetic theory (78-XX)
6 Statistical mechanics, structure of matter (82-XX)
5 Mechanics of deformable solids (74-XX)
4 Ordinary differential equations (34-XX)
4 Integral equations (45-XX)
3 Algebraic geometry (14-XX)
3 Real functions (26-XX)
3 Integral transforms, operational calculus (44-XX)
3 Global analysis, analysis on manifolds (58-XX)
3 Mechanics of particles and systems (70-XX)
2 Commutative algebra (13-XX)
2 Measure and integration (28-XX)
1 General and overarching topics; collections (00-XX)
1 Associative rings and algebras (16-XX)
1 Several complex variables and analytic spaces (32-XX)
1 Difference and functional equations (39-XX)
1 Geometry (51-XX)
1 Differential geometry (53-XX)
1 Astronomy and astrophysics (85-XX)
1 Geophysics (86-XX)
1 Mathematics education (97-XX)

Referencing Publications by Year