Quasi-newton optimizationCovers gradient line search methods and optimization techniques with an emphasis on Wolfe conditions and positive definiteness.
Matrix CalculusCovers matrix calculus, including determinants, matrix inversion, and solutions to systems of linear equations.
Optimization MethodsCovers optimization methods without constraints, including gradient and line search in the quadratic case.
