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KHstabilizedOpt

PURPOSE ^

Optimized version of 'KHstabilized'.

SYNOPSIS ^

function output=KHstabilizedOpt(obs, fis,params)

DESCRIPTION ^

 Optimized version of 'KHstabilized'.
 The original 'KHstabilized' was reworked to decrease its time complexity.

 output=KHstabilized(obs,fis,params)

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 Parameters
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 obs - structure describing the observation.
 fis - structure describing the fuzzy inference system.        
 params - structure containing information about the parameters of the 
          method. It should have the following fields:
  params--InterpolationType    'KHstabilized'
        |-AlphaLevels--Type    'breakpoints' - the alpha levels are defined
        |            |                         by the break-points of the
        |            |                         sets
        |            |         'userdefined' - the user specifies a number
        |            |                         of alpha levels that will be
        |            |                         distributed uniform in the
        |            |                         interval [0,1]
        |            |-NumOfaCuts   the number of alpha cuts it is given
        |                           only in the case of Type='userdefined'
        |-NumOfPoints the number of points - it is used during
        |             the visualization
        |-w the exponent in the Minkowski-type distance formula

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 Returned values
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 output - complex structure
          output--fis
                |-obs
                |-concl

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 Remarks
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 Original version of 'KHstabilized' was written by:
 Zsolt Csaba Johanyák, johanyak.csaba@gamf.kefo.hu, v. 1.1,  11 November 2006

 Modified by:
 Krisztián Balázs, 19 June 2008

CROSS-REFERENCE INFORMATION ^

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