desirability_overall: Overall desirability function.

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

Overall desirability function.

Description

desirability_overall is the cost function for optimization with more than one response variable. It is the weighted mean of the individual desirability functions.

Usage

desirability_overall(
  factors,
  Target,
  w,
  nfact,
  xnam,
  tuner_rsm,
  Pred_min,
  Pred_max
)

Arguments

factors	Factors (tuning variables).
Target	Vector of the target values for each response.
w	Vector of weights for each response.
nfact	Number of factor values.
xnam	Formula names for rsm::rsm().
tuner_rsm	Second order model fit.
Pred_min	Vector of minimum values which can be reached by the model within the factor ranges for each response variable.
Pred_max	Vector of maximum value which can be reached by the model within the factor ranges for each response variable.

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