desirability: Quadratic desirability function.

In pasturm/SIMIONtuneR: SIMION Parameter Tuning using Response Surface Methodology

Quadratic desirability function.

Description

desirability is the cost function used for optimization.

Usage

desirability(
  factors,
  Target,
  w,
  a,
  b,
  c,
  nfact,
  xnam,
  tuner_rsm,
  Pred_min,
  Pred_max
)

Arguments

factors	Factors (tuning variables).
Target	Target value for the response.
a	Parameter of the quadratic desirability function, defaults to a = 0.
b	Parameter of the quadratic desirability function, defaults to b = 0.2.
c	Parameter of the quadratic desirability function, defaults to c = 0.8.
nfact	Number of factor values.
xnam	Formula names for rsm::rsm().
tuner_rsm	Second order model fit.
Pred_min	Minimum value which can be reached by the model within the factor ranges.
Pred_max	Maximum value which can be reached by the model within the factor ranges.

pasturm/SIMIONtuneR documentation built on Feb. 6, 2025, 1:55 p.m.