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Optimization-Problems

This repo contains different optimization approaches to find the most optimal parameters for the Zener-Hollomon equation.

Steps:

  1. Linearize the equation.
  2. Minimize the objective function where the objective function is the RMSE between the predicted and the actual values.
  3. Include a surrogate function for the Zener-Holloman equation within the objective function to predict the correct coefficients.