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gradient-method

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This repository contains Python codes for various optimization and modeling tasks, including inheritance partitioning, surface and contour plotting, warehouse location optimization, root-finding using Bisection and Golden Section methods, gradient descent with different step-size strategies, inertial gradient methods, and image inpainting

  • Updated Jan 4, 2025
  • Jupyter Notebook

This repository contains lecture notes for the Optimization Theory course. The course covers fundamental concepts of optimization, classification of optimization problems, graphical methods, classical optimization techniques, constrained and unconstrained optimization, linear and nonlinear programming, and gradient methods.

  • Updated Mar 3, 2025

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