CVXOPT: A Python Package for Convex Optimization
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CVXOPT: A Python Package
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1. Introduction
Contents
1. Introduction
2. Dense Matrices (cvxopt.base)
2.1 Creating Matrices
2.2 Attributes and Methods
2.3 Arithmetic Operations
2.4 Indexing and Slicing
2.5 Built-in Functions
2.6 Other Matrix Functions
2.7 Randomly Generated Matrices
2.8 The NumPy Array Interface
2.9 Printing Options
3. The BLAS Interface (cvxopt.blas)
3.1 Matrix Classes
3.2 Level 1 BLAS
3.3 Level 2 BLAS
3.4 Level 3 BLAS
4. The LAPACK Interface (cvxopt.lapack)
4.1 General Linear Equations
4.2 Positive Definite Linear Equations
4.3 Symmetric and Hermitian Linear Equations
4.4 Triangular Linear Equations
4.5 Least-Squares and Least-Norm Problems
4.6 Symmetric and Hermitian Eigenvalue Decomposition
4.7 Generalized Symmetric Definite Eigenproblems
4.8 Singular Value Decomposition
4.9 Example: Analytic Centering
5. Discrete Transforms (cvxopt.fftw)
5.1 Discrete Fourier Transform
5.2 Discrete Cosine Transform
5.3 Discrete Sine Transform
6. Sparse Matrices (cvxopt.base)
6.1 Creating Sparse Matrices
6.2 Attributes and Methods
6.3 Arithmetic Operations
6.4 Indexing and Slicing
6.5 Built-In Functions
6.6 Sparse BLAS Functions
7. Sparse Linear Equation Solvers
7.1 Matrix Orderings (cvxopt.amd)
7.2 General Linear Equations (cvxopt.umfpack)
7.3 Positive Definite Linear Equations (cvxopt.cholmod)
7.4 Example: Covariance Selection
8. Optimization Routines (cvxopt.solvers)
8.1 Linear Programming
8.2 Quadratic Programming
8.3 Geometric Programming
8.4 Semidefinite Programming
8.5 Nonlinear Convex Programming
8.6 Exploiting Structure in LPs and SDPs
8.7 Exploiting Structure in Nonlinear Convex Programs
8.8 Optional Solvers
8.9 Algorithm Parameters
9. Modeling (cvxopt.modeling)
9.1 Variables
9.2 Functions
9.3 Constraints
9.4 Optimization Problems
9.5 Examples
10. C API
10.1 Dense Matrices
10.2 Sparse Matrices
Index
CVXOPT: A Python Package for Convex Optimization
Previous:
Copyright and License
Up:
CVXOPT: A Python Package
Next:
1. Introduction
Release 0.8.2, documentation updated on February 6, 2007.