Electre_1: Electre 1 : Method used to solve multiple criteria decision...

In OutrankingTools: Functions for Solving Multiple-criteria Decision-making Problems

Description

The acronym ELECTRE stands for: \'ELimination Et Choix Traduisant la R\'Ealit\'e (ELimination and Choice Expressing REality).ELECTRE I method is then designed to rank reliability design scheme in order of decision maker preference.This method is based on the concept of concordance and discordance.

Usage

Electre_1(performanceMatrix, 
			alternatives, 
			criteria, 
			criteriaWeights, 
			minmaxcriteria, 
			concordance_threshold = 1, 
			discordance_threshold = 0)

Arguments

performanceMatrix	Matrix or data frame containing the performance table. Each row corresponds to an alternative, and each column to a criterion. Rows (resp. columns) must be named according to the IDs of the alternatives (resp. criteria).
alternatives	Vector containing names of alternatives, according to which the data should be filtered.
criteria	Vector containing names of criteria, according to which the data should be filtered.
criteriaWeights	ector containing the weights of the criteria.
minmaxcriteria	criteriaMinMax Vector containing the preference direction on each of the criteria. "min" (resp."max") indicates that the criterion has to be minimized (maximized).
concordance_threshold	parameter defining concordance threshold . The default value is 1. The user can set a new value between 0 and 1
discordance_threshold	parameter defining discordance threshold . The default value is 0. The user can set a new value between 0 and 1.

Value

The function returns a list structured as follows :

"Performance Matrix"	A matrix containing the performance table. Each row corresponds to an alternative, and each column to a criterion
"Concordance Matrix"	Concordance matrix is one of two working relations (concordance and discordance) which are subsequently used to construct the final dominance relation.For an outranking aSb to be validated, a sufficient majority of criteria should be in favor of this assertion.
"Discordance Matrix"	Discordance matrix is one of two working relations (concordance and discordance) which are subsequently used to construct the final dominance relation. The concept of discordance is complementary to the one of (concordance and represents the discomfort experienced in the choosing of alternative a above alternative b

Author(s)

Michel Prombo <[e-mail]>

References

Roy B. : "The outranking approach and the foundations of ELECTRE methods", Theory and Decision 31, 1991, 49-73.

Examples

## This illustrative example has been used in to present 
##the ELECTRE III-IV software in the French version.
## The objective is to make the ranking of 10 French cars that were evaluated on 7 criteria 
##(VALLE E, D. AND ZIELNIEWICZ, P. (1994a). 
## Document du LAMSADE 85, Universite Paris-Dauphine,Paris.)

## The performance table

performanceMatrix <- cbind(
c(103000,101300,156400,267400,49900,103600,103000,170100,279700,405000),
c(171.3,205.3,221.7,230.7,122.6,205.1,178.0,226.0,233.8,265.0),
c(7.65,7.90,7.90,10.50,8.30,8.20,7.20,9.10,10.90,10.30),
c(352,203,391,419,120,265,419,419,359,265),
c(11.6,8.4,8.4,8.6,23.7,8.1,11.4,8.1,7.8,6.0), 	
c(88.0,78.3,81.5,64.7,74.1,81.7,77.6,74.7,75.5,74.7),
c(69.7,73.4,69.0,65.6,76.4,73.6,66.2,71.7,70.9,72.0))

## Vector containing names of alternatives

alternatives <-c("CBX16","P205G","P405M","P605S","R4GTL","RCLIO","R21TS","R21TU","R25BA","ALPIN")

## Vector containing names of criteria

criteria <-c("Prix","Vmax","C120","Coff","Acce","Frei","Brui")
##  vector indicating the direction of the criteria evaluation .
minmaxcriteria <-c("min","max","min","max","min","min","min")

## criteriaWeights vector
criteriaWeights <- c(0.3,0.1,0.3,0.2,0.1,0.2,0.1)

Electre_1(performanceMatrix,
alternatives,
criteria,
criteriaWeights,
minmaxcriteria,
concordance_threshold=0.8,discordance_threshold=0.1)

OutrankingTools documentation built on May 2, 2019, 1:06 p.m.