NN Data Fitting - minimum

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LuC
LuC il 11 Apr 2016
Commentato: LuC il 22 Apr 2016
I did the data fitting with neural networks and I got the function that looks very nice, i.e. there is a unique minimum and maximum on a given domain. How can I find the minimum and maximum?
EDIT: Added questions:
How would it be possible to find the x-axis and y-axis intercepts, i.e. f(x) = 0 and f(0)?
Furthermore, I want to estimate these data with the following model y = Dsin[C cos{(1 − E)Bx + E cos(Bx + 1)}]
How can I estimate parameters B, C, D and E (not constants) using NNs? Or it would be better to use Global Optimisation Algorithms, for instance GA?

Risposta accettata

Greg Heath
Greg Heath il 12 Apr 2016
See the help and doc documentation for
1. min
2. max
3. minmax
Hope this helps.
Thank you for formally accepting my answer
Greg

Più risposte (1)

LuC
LuC il 19 Apr 2016
Thank you.
How would it be possible to find the x-axis and y-axis intercepts, i.e. f(x) = 0 and f(0)?
Furthermore, I want to estimate these data with the following model y = Dsin[C cos{(1 − E)Bx + E cos(Bx + 1)}]
How can I estimate parameters B, C, D and E (not constants) using NNs? Or it would be better to use Global Optimisation Algorithms such as GA?
  2 Commenti
Greg Heath
Greg Heath il 20 Apr 2016
I do not see a NN being appropriate for those type of tasks.
Greg
LuC
LuC il 22 Apr 2016
So I should try with the Global Optimisation Tools?

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