Hi,

These two examples solve the problem calculations for the total biomass formed in a batch bioreactor and the pattern flow of a reactor with a pulse of some tracer. The splines method and the Simpson integration formula found in the forum let me solve both problems.


Kind regards,


splines_integral_data.sm (30 KiB) downloaded 80 time(s).

splines_integral_data1.sm (31 KiB) downloaded 83 time(s).

Hello

Fitting Javier's data to the Gauss function by the Levenberg-Marquardt Algorithm



Javier_fit_CBG.sm (37 KiB) downloaded 70 time(s).


Best Regards

Carlos

Hi Jean and Carlos,
These worksheets help me to better understand the problem which I tried to solve.

Thanks in advance,

Hi Jean and Carlos,

I am curious about your thoughts for the result I found using the al_nlqsolve routine from ALGLIB.

May be I was lucky to find a similar solution.

Kind regards,


LevenbergMarquardt_solver.sm (27 KiB) downloaded 74 time(s).

Wrote

Hi Jean and Carlos,

I am curious about your thoughts for the result I found using the al_nlqsolve routine from ALGLIB.

May be I was lucky to find a similar solution.

Kind regards,


LevenbergMarquardt_solver.sm (27 KiB) downloaded 74 time(s).

Hi Javier
As you can see in the graph, the green line is that of your solution,
and it is not correct, since it does not fit the data.



It is always important to draw the curve

Javier fit.sm (24 KiB) downloaded 55 time(s).

Best Regards

Carlos

Hola Javier. Your Levenberg Marquardt algorithm works pretty well, but you choose a bad guess starting point, with a very high tolerance. BTW, I made some few modifications and use also other target function.

LevenbergMarquardt_solver.sm (32 KiB) downloaded 75 time(s).
LevenbergMarquardt_solver.pdf (233 KiB) downloaded 66 time(s).

Best regards.
Alvaro.

Wrote

Hi,

These two examples solve the problem calculations for the total biomass formed in a batch bioreactor and the pattern flow of a reactor with a pulse of some tracer. The splines method and the Simpson integration formula found in the forum let me solve both problems.


Kind regards,


splines_integral_data.sm (30 KiB) downloaded 80 time(s).

splines_integral_data1.sm (31 KiB) downloaded 83 time(s).

Hola Javier. You can also use this code for integrate and differentiate tabulated data.



splines_integral_data.sm (85 KiB) downloaded 73 time(s).

splines_integral_data.pdf (180 KiB) downloaded 66 time(s).

Best regards.
Alvaro.

.. refreshed/augmented.
Cheers ... Jean.

Inst_Frechet GAUSSIAN.sm (92 KiB) downloaded 68 time(s).