Extreme Optimization > User's Guide > Vector and Matrix Library
Extreme Optimization User's Guide
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1 Vectors
1.1 Vector Basics1.2 Constructing Vectors1.3 Accessing Vector Components1.4 Mathematical Properties1.5 Operations on Vectors
2 Matrices
2.1 Matrix Basics2.2 General Matrices2.3 Accessing Matrix Components2.4 Mathematical Properties2.5 Operations on Matrices2.6 Solving Systems of Linear Equations2.7 Solving Least Squares Problems
3 Structured Matrix Types
3.1 Triangular Matrices3.2 Symmetrical Matrices3.3 Band Matrices3.4 Diagonal Matrices
4 Matrix Decompositions
4.1 The LU Decomposition4.2 The QR Decomposition4.3 The Cholesky Decomposition4.4 The Symmetric Eigenvalue Decomposition4.5 The Non-Symmetric Eigenvalue Decomposition4.6 The Singular Value Decomposition4.7 Solving Linear Systems and Related Operations
5 Complex Linear Algebra
6 Sparse Vectors and Matrices
6.1 Sparse Vectors6.2 Sparse Matrices6.3 Solving Sparse Systems
7 Appendices
7.1 Exception Types7.2 Enumeration Types
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