optMultiCrit: Selection of a symmetrical design on the Pareto Front based...

In multiDoE: Multi-Criteria Design of Experiments for Optimal Design

Selection of a symmetrical design on the Pareto Front based on the utopian point

Description

The optMultiCrit function provides an objective criterion for the selection of the best experimental design among all Pareto front solutions. The selection is based on minimizing the euclidean distance in the criteria space between all the Pareto front points and an approximate utopian point. By default, the coordinates of the utopian point correspond to the minimum value reached by each criterion during the runTPLS optimization procedure. Alternatively, the utopian point can be chosen by the user.

Usage

optMultiCrit(ar, ...)

Arguments

ar	A list as the megaAR list returned by runTPLS.
...	optional argument (see below).

Details

Additional arguments can be specified as follows:

• myUtopianPoint: A vector containing the utopian point coordinates.

Value

The optMultiCrit function returns a list whose elements are:

• solution: The selected optimal design matrix.

• score: A vector containing the criteria scores for solution.

multiDoE documentation built on April 4, 2025, 2:32 a.m.