CVXPY swMATH ID: 13968 Software Authors: Steven Diamond; Stephen Boyd Description: CVXPY: A Python-Embedded Modeling Language for Convex Optimization. CVXPY is a domain-specific language for convex optimization embedded in Python. It allows the user to express convex optimization problems in a natural syntax that follows the math, rather than in the restrictive standard form required by solvers. CVXPY makes it easy to combine convex optimization with high-level features of Python such as parallelism and object-oriented design. CVXPY is available at http://www.cvxpy.org/ under the GPL license, along with documentation and examples Homepage: http://www.cvxpy.org/en Related Software: ECOS; CVX; SCS; Mosek; YALMIP; Gurobi; GitHub; Python; CVXR; SciPy; JuMP; OSQP; Scikit; Julia; CPLEX; CVXOPT; SeDuMi; NumPy; CVXPortfolio; Matlab Cited in: 83 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year CVXPY: a Python-embedded modeling language for convex optimization. Zbl 1360.90008Diamond, Steven; Boyd, Stephen 2016 all top 5 Cited by 172 Authors 20 Boyd, Stephen Poythress 7 Diamond, Steven 4 Lindström, Erik 4 Madsen, Henrik O. 4 Nystrup, Peter 3 Barratt, Shane 3 Fu, Anqi 3 Lubin, Miles 3 Moehle, Nicholas 3 Stellato, Bartolomeo 3 Vielma, Juan Pablo 2 Agrawal, Akshay 2 Aguilera-Morillo, M. Carmen 2 Angeris, Guillermo 2 Bertsimas, Dimitris John 2 Bienstock, Daniel 2 Busseti, Enzo 2 Coey, Chris 2 Escobar, Mauro 2 Gentile, Claudio 2 Goulart, Paul J. 2 Lesage-Landry, Antoine 2 Liberti, Leo 2 Lillo, Rosa Elvira 2 O’Donoghue, Brendan 2 Taylor, Joshua A. 2 Tuck, Jonathan E. 2 Xing, Lei 1 Abrishami, Tara 1 Akrour, Riad 1 Aktaş, Fatih S. 1 Albin, Nathan 1 Allen, Larry 1 Ang, Andrew 1 Anjos, Miguel F. 1 Askari, Armin 1 Atamna, Asma 1 Baek, Seungchul 1 Banjac, Goran 1 Bao, Xuchan 1 Behboodi, Arash 1 Bemporad, Alberto 1 Bennani, Samir 1 Bent, Russell W. 1 Bouza-Allende, Gemayqzel 1 Ceccon, Francesco 1 Chandrasekaran, Venkat 1 Charisopoulos, Vasileios 1 d’Aspremont, Alexandre 1 Deford, Daryl R. 1 Doshi-Velez, Finale 1 Dowson, Oscar 1 Dubois, Pierre 1 East, Sebastian 1 Eckstein, Jonathan 1 Ekmekcioglu, Ömer 1 Fang, Wang 1 Feng, Jean 1 Fercoq, Olivier 1 Fernando, Nethali 1 Fuji, Terunari 1 Gajdoš, Andrej 1 Garcia, Joaquim Dias 1 Ghate, Archis 1 Gomez, Thomas 1 Gramfort, Alexandre 1 Grosse, Roger 1 Guan, Ji 1 Guillen, Nestor 1 Hallac, David 1 Hanc, Jozef 1 Hancova, Martina 1 He, Niao 1 Hu, Yifan 1 Johnstone, Patrick R. 1 Kapelevich, Lea 1 Kersting, Kristian 1 Kim, Yewon 1 Kirby, Robert C. 1 Kochenderfer, Mykel J. 1 Koep, Niklas 1 Kroer, Christian 1 Laria, Juan C. 1 Lee, Jongsoo 1 Legat, Benoît 1 Leskovec, Jure 1 Lessard, Laurent 1 Li, Xiaoyue 1 Lin, Bill 1 Lin, Yun Hui 1 Lipp, Thomas 1 Lodi, Andrea 1 Lu, Haihao 1 Luo, Zhi-Quan 1 Maragos, Petros 1 Masood, Muhammad A. 1 Massias, Mathurin 1 Mathar, Rudolf 1 Mazumder, Rahul 1 McKinnon, Karen A. ...and 72 more Authors all top 5 Cited in 36 Serials 7 Journal of Optimization Theory and Applications 6 Optimization and Engineering 6 Journal of Machine Learning Research (JMLR) 5 SIAM Journal on Optimization 4 European Journal of Operational Research 4 Optimization Letters 3 INFORMS Journal on Computing 3 Optimization Methods & Software 3 Mathematical Programming Computation 2 Mathematics of Operations Research 2 Annals of Operations Research 2 Machine Learning 2 Computational Optimization and Applications 2 SIAM Journal on Scientific Computing 2 European Journal of Control 2 Quantitative Finance 2 Journal of Computational and Graphical Statistics 2 Statistics and Computing 1 Artificial Intelligence 1 Journal of Computational Physics 1 The Annals of Statistics 1 Automatica 1 Numerische Mathematik 1 Operations Research 1 Operations Research Letters 1 Journal of Scientific Computing 1 Mathematical Programming. Series A. Series B 1 Statistical Papers 1 Journal of Applied Statistics 1 Foundations of Computational Mathematics 1 Discrete and Continuous Dynamical Systems. Series B 1 4OR 1 Advances in Data Analysis and Classification. ADAC 1 Foundations and Trends in Signal Processing 1 Journal of Agricultural, Biological, and Environmental Statistics 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 19 Fields 54 Operations research, mathematical programming (90-XX) 17 Computer science (68-XX) 15 Statistics (62-XX) 11 Numerical analysis (65-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 5 Systems theory; control (93-XX) 4 Calculus of variations and optimal control; optimization (49-XX) 4 Information and communication theory, circuits (94-XX) 2 Combinatorics (05-XX) 2 Probability theory and stochastic processes (60-XX) 2 Fluid mechanics (76-XX) 1 Algebraic geometry (14-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Partial differential equations (35-XX) 1 Approximations and expansions (41-XX) 1 Functional analysis (46-XX) 1 Convex and discrete geometry (52-XX) 1 Biology and other natural sciences (92-XX) 1 Mathematics education (97-XX) Citations by Year