A preference ordering among various Pareto optimal alternatives

Authors
Citation
I. Das, A preference ordering among various Pareto optimal alternatives, STRUCT OPT, 18(1), 1999, pp. 30-35
Citations number
8
Categorie Soggetti
Mechanical Engineering
Journal title
STRUCTURAL OPTIMIZATION
ISSN journal
09344373 → ACNP
Volume
18
Issue
1
Year of publication
1999
Pages
30 - 35
Database
ISI
SICI code
0934-4373(199908)18:1<30:APOAVP>2.0.ZU;2-7
Abstract
It is often necessary to choose a Pareto optimal point from a set of many. This paper introduces the concept of order of efficiency, which provides a notion that is stronger than Pareto optimality and allows us to set up a pr eference ordering amongst various alternatives that are Pareto optimal. Thi s approach does not resort to setting up a ranking on the basis of an arbit rary "criterion of merit" obtained by combining the multiple decision crite ria into one scalar index. Examples are cited and it is argued that using t he procedure described in this paper, it is possible to rule out Pareto alt ernatives with "extreme components" and retain alternatives "in the middle" of the Pareto set without the help of plots or other visualization aids. T his makes the approach applicable for cases where the number of criteria is very high and visualization is intractable.