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The implementation of advanced mathematical optimization methods

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algo-modelling

The source code and the papers of Mathematical Modelling problem set.

The motivation of this repository is to optimize the way of large amount of data.

Methods

Eigen Decomposition
Constrained Linear Optimization
Linear Recurrences
Laplacian Matrix
Convex Optimization
Conjugate Gradient Method
Positive Definiteness
Convexity
Hessian matrices
Maxima and Minima of higher dimensional problems
Steepest Descent Method
Newton's Method

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The implementation of advanced mathematical optimization methods

matlab gradient-descent convex-hull-algorithms newtons-method linear-optimization laplacian-matrix steepest-descent hessian-matrix

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MATLAB 100.0%