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GGPLAB

swMATH ID: 4344
Software Authors: Mutapcic, Almir; Koh, Kwangmoo; Kim, Seungjean; Vandenberghe, Lieven; Boyd, Stephen
Description: GGPLAB is a Matlab-based toolbox for specifying and solving geometric programs (GPs) and generalized geometric programs (GGPs). It is intended to complement the survey paper A Tutorial on Geometric Programming, and the book Convex Optimization.GGPLAB consists ofGPCVX, a primal-dual interior-point solver for GP (in convex form) and a wrapper, GPPOSY, that accepts GPs in posynomial form.A library of objects, such as monomials, posynomials, and generalized posynomials, to support the specification of GPs and GGPs.A variety of examples.Some caveats:The convex optimization toolbox CVX now supports GP. We recommend CVX for large or complex problems; we recommend GGPLAB, on the other hand, for learning the basics of GP.The solver GPCVX supports sparse problems, but is not designed for very large scale problems.Object manipulation overhead can make GGPLAB slow on larger problems.GGPLAB does not support dual variables. (The solver GPCVX, however, does.)
Homepage: http://www.stanford.edu/~boyd/ggplab/
Programming Languages: Matlab
Dependencies: Matlab 6.1 or later
Keywords: A Matlab Toolbox for Geometric Programming
Related Software: CVX; YALMIP; Matlab; TILOS; Mosek; ConvAn; Convex.jl; GitHub; CVXR; GPkit; Julia; CVXPY; ADBASE; MetMAP; JiffyTune; LOQO; LANCELOT; GloptiPoly; SeDuMi; Sostools
Cited in: 15 Documents
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Cited by 31 Authors

3 Boyd, Stephen Poythress
3 Lim, Johan
2 Chen, Ying-Chieh
2 Kim, Seung-Jean
2 Li, Yiming
2 Xu, Gongxian
1 Agrawal, Akshay
1 Choi, Wanseok
1 Di Caprio, Debora
1 Diamond, Steven
1 Fukuyama, Hirofumi
1 González-Alcón, Carlos
1 Hassibi, Arash
1 Henrion, Didier
1 Horowitz, Mark A.
1 Jana, Mrinal
1 Lasserre, Jean-Bernard
1 Lee, Kyeongeun
1 Marín-Sanguino, Alberto
1 Panda, Geetanjali
1 Patil, Dinesh D.
1 Peterson, Elmor L.
1 Shiraz, Rashed Khanjani
1 Tavana, Madjid
1 Torres, Nestor V.
1 Vandenberghe, Lieven
1 Vera, Julio
1 Wang, Lei
1 Wang, Xinlei
1 Won, Joongho
1 Yun, Sunghee
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Cited in 12 Serials

2 Mathematical and Computer Modelling
2 Optimization and Engineering
1 Journal of Optimization Theory and Applications
1 Bulletin of the Korean Mathematical Society
1 Computers & Operations Research
1 Machine Learning
1 European Journal of Operational Research
1 SIAM Review
1 Computational Statistics and Data Analysis
1 Mathematical Modelling and Analysis
1 Journal of Applied Mathematics
1 Optimization Letters
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Cited in 7 Fields

14 Operations research, mathematical programming (90-XX)
3 Statistics (62-XX)
2 Numerical analysis (65-XX)
2 Information and communication theory, circuits (94-XX)
1 Calculus of variations and optimal control; optimization (49-XX)
1 Biology and other natural sciences (92-XX)
1 Systems theory; control (93-XX)

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