Vague Environment based two-step fuzzy rule INterpolation (VEION)
function out=VEIN(OriginalObs,OriginalFis,params)
Calculate the conclusion by the help of the method VEIN
-------------------------------------------------------------------------
Parameters
-------------------------------------------------------------------------
OriginalFis - structure describing the fuzzy inference system.
The partitions are normalized.
OriginalObs - structure describing the observation corresponding to the
normalized partitions.
params - structure containing information about the parameters of the
method. It should have the
following fields:
InterpolationType VEIN
RPtype only corecentre is allowed
SetInterpolationWeight--Type
|-p (in case of Weight type 1
| w=1/d^p)
|-lambda (in case of Weight type 2
w=e^-(lambda*d) )
ConsequentPositionWeight--Type
|-p (in case of Weight type 1
| w=1/d^p)
|-lambda (in case of Weight type 2
w=e^-(lambda*d) )
AntecedentDimensionWeight--Type
| (in case of weight type 1
| all dimensions have
| the same weight equal to 1)
|-we (in case of weight type 2
in this case we is an array)
-------------------------------------------------------------------------
Returned values
-------------------------------------------------------------------------
out - complex structure
out--fis
|-obs
-------------------------------------------------------------------------
Remarks
-------------------------------------------------------------------------
Zsolt Csaba Johanyák, johanyak.csaba@gamf.kefo.hu, v. 1.1,
5 September 2008