Multicriteria-multistages linguistic evaluation and ranking of machine tools

Goran B. Devedžić, E. Pap

Research output: Contribution to journalArticle

28 Citations (Scopus)

Abstract

A model for linguistic evaluation of machine tools parameters, as well as procedure for alternatives ranking is shown in the paper. Linguistic quantification of machine tools' parameters values and their significance for given machining conditions provides the generation of machine tools suitability measure. It enables ranking of alternatives which is done in two stages. First-stage ranking is related to selection of linguistic value from pre-defined dictionary according to generated suitability measure. Second-stage ranking includes evaluation of some additional parameters and experts' subjective belief about their importance for given conditions. For this purpose Choquet integral and Sugeno's λ-measure have been chosen. Fuzzy sets membership functions of values of appropriate linguistic variables are formed according to literature and empirical information and data and results of an experiment conducted in laboratory and real industrial environment.

Original languageEnglish
Pages (from-to)451-461
Number of pages11
JournalFuzzy Sets and Systems
Volume102
Issue number3
Publication statusPublished - Mar 16 1999

Fingerprint

Machine Tool
Multi-criteria
Machine tools
Linguistics
Ranking
Evaluation
Linguistic Variables
Choquet Integral
Alternatives
Membership functions
Glossaries
Fuzzy sets
Membership Function
Machining
Quantification
Fuzzy Sets
Machine tool
Experiment
Experiments
Model

Keywords

  • λ-measure
  • Choquet integral
  • Linguistic evaluation
  • Machine tools
  • Membership functions
  • Rigidity
  • Two-stages ranking

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Computer Vision and Pattern Recognition
  • Information Systems and Management
  • Statistics, Probability and Uncertainty
  • Electrical and Electronic Engineering
  • Statistics and Probability

Cite this

Multicriteria-multistages linguistic evaluation and ranking of machine tools. / Devedžić, Goran B.; Pap, E.

In: Fuzzy Sets and Systems, Vol. 102, No. 3, 16.03.1999, p. 451-461.

Research output: Contribution to journalArticle

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