Azzera filtri
Azzera filtri

how can i find a fuction which define input and output of a system?

1 visualizzazione (ultimi 30 giorni)
i have a system and i put some values in and get its output. for instance y=f(x) i know the values of y and x .i get y by monte carlo simaltion numerically now ,how can i find a function which is close to f ? what command can i use? i need to use the function f in another m.file

Risposta accettata

Shoaibur Rahman
Shoaibur Rahman il 17 Gen 2015
p = polyfit(x,y,n) % n is degree of polynomial, use a value that best fit your data
To check the fitting:
y_fit = polyval(p,x);
plot(x,y, x,y_fit)
If you are satisfied with your fitting, then your function will be:
f = p(1) + p(2)*x + p(3)*x.^2 + p(4)*x.^3 + ... + p(n+1)*x.^n
And, you can write this function in a separate m-file
  4 Commenti
Image Analyst
Image Analyst il 17 Gen 2015
You would never fit a 13th order polynomial. Have you ever seen what happens between and after your training points when you do that? They go haywire with enormous oscillations!
You should have some idea of the type of function you want to fit if you're looking for an analytical formula, like a polynomial or something. I have no idea what it might be because you're not sharing a plot of your data, or even the data itself so we're left to guess (or not even bother to answer which I'm sure many did).
mohammad il 17 Gen 2015
Modificato: Image Analyst il 18 Gen 2015
I'm really appreciated you Mr. Rahman, its result is better when I use fitting as custom equation.
But my system is a receiver including 2 parts, elementary detector and a decoder. I want to find the function f between these parts. Its curve is like image below.

Accedi per commentare.

Più risposte (0)

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by