Name
Title | ||
|---|---|---|
An expert system for multiobjective decision making: application of fuzzy linguistic preferences and goal programming |
Abstract | ||
|---|---|---|
This paper introduces an interactive approach for solving multiobjective decision making (MODM) problems based on linguistic preferences and architecture of a fuzzy expert system. The aim of this paper is to consider the decision maker's (DMs) preferences in determining the priorities and aspiration levels, in addition to analysis of conflict among the goals. The main concept presented in this paper is to convert the MODM problem into its equivalent goal programming (GP) problem by appropriately setting the priority and aspiration level for each objective. The conversion approach introduced is based on fuzzy linguistic preferences of DM, in addition to the concepts of conflict analysis among objective functions and fuzzy set theory. |
Year | DOI | Venue |
|---|---|---|
2002 | 10.1016/S0165-0114(01)00201-9 | Fuzzy Sets and Systems |
Keywords | Field | DocType |
multiobjective decision,linguistic preference,fuzzy linguistic preference,interactive approach,goal programming,fuzzy expert system,modm problem,membership functions (mf),decision maker,fuzzy set theory,conflict analysis,conversion approach,linguistic variables,aspiration level,multiobjective decision making,objective function,expert system,membership function | Computer science,Fuzzy logic,Expert system,Fuzzy set,Artificial intelligence,Goal programming,Fuzzy control system,Flowchart,Linguistics,Conflict analysis,Membership function,Machine learning | Journal |
Volume | Issue | ISSN |
127 | 2 | Fuzzy Sets and Systems |
Citations | PageRank | References |
17 | 1.44 | 18 |
Authors | ||
5 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| M. H. Rasmy | 1 | 27 | 2.15 |
| Sang M. Lee | 2 | 738 | 53.59 |
| W. F. Abd El-Wahed | 3 | 31 | 2.11 |
| Ali M. Ragab | 4 | 17 | 1.44 |
| M. M. El-Sherbiny | 5 | 17 | 1.44 |