LaTeX files to my convex analysis note following Bertsekas' text. The latest pdf can be found in the following google drive link.
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Oct 24, 2024 - TeX
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convex-analysis
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Implementations of advanced optimization algorithms including FISTA, Mirror Descent, and Power Method, with theoretical analysis and visualizations
python machine-learning optimization numerical-methods optimization-algorithms convex-optimization convex-analysis
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Oct 30, 2024 - Jupyter Notebook
Convex Analysis of Mixture Non-negative Sources implementation in Python
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Dec 12, 2021 - Jupyter Notebook
The project involves a practical optimization problem that is modelled and solved using some mathematical optimization methods and software.
duality convex-optimization karush-kuhn-tucker newton-method linear-optimization sequential-quadratic-programming steepest-descent simplex-method convex-analysis optimal-solutions lagrange-duality theory-of-optimality optimization-problems optimization-without-constraints non-linear-constrained-optimization convergence-properties descent-direction feasible-direction frank-wolfe-method
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Oct 24, 2020
LaTeX files to convex optimization notes, written with Wei-Cheng Lee. The latest pdf can be found in the following google drive link.
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Updated
Oct 23, 2024 - TeX
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