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. 2021 Dec 1;11(12):953. doi: 10.3390/membranes11120953
Algorithm 1: Unconstrained nonlinear optimization procedure.
Input: Measured dataset (xi,yi)i=1m
  1: Use the mathematical model defined by Equation (2)
  2: Determine the specific objective function F(Θ) to be minimized through Equation (3)
  3: Calculate the residual vector ri(Θ)=yig(xi,Θ)
  4: Determine the Jacobian matrix Jr(Θ)
  5: Use a Non-linear Least Squares algorithm to estimate the optimal parameters as described in Equation (5)
Output: The vector parameter Θ