The NAG Numerical Library is a comprehensive collection of mathematical and statistical functions and algorithms designed for solving a variety of numerical problems. Developed and maintained by the Numerical Algorithms Group (NAG), the library provides tools for tasks such as: 1. **Linear Algebra**: Solving systems of equations, eigenvalue problems, and matrix factorizations. 2. **Optimization**: Finding maxima and minima of functions, including linear and nonlinear optimization problems.

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