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Optimization

This repository will store methods for optimizing various problems.

SimplexMethod.py (HW1) - maximization (or minimization) a certain criterion under imposed linear constraints.

  • Simplex Method

InteriorPointMethod.py (HW2) - maximization (or minimization) a convex optimization problems under imposed linear constraints; an alternative to the Simplex Method.

  • Interior Point Method

Approximation.py (HW3) - methods and approximations for solving transportation problems.

  • North-West Method
  • Vogel's Method
  • Russel's Method

Approximation_methods.py (HW4) - methods for approximations different equations.

  • Bisection Method
  • Golden Section Method
  • Gradient Ascent Method

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Methods for optimizing various problems

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