INTEGRATING PROMETHEEII WITH THE TCHEBYCHEFF FUNCTION FOR MULTI CRITERIA DECISION MAKING
| Autor: | Banu Soylu |
|---|---|
| Rok vydání: | 2010 |
| Předmět: |
Mathematical optimization
Computer science Compromise media_common.quotation_subject Multi criteria decision making PrometheeII Tchebycheff function Multiplicative function Efficient frontier Function (mathematics) Multi-objective optimization Multi criteria decision Set (abstract data type) Computer Science (miscellaneous) Choice problem media_common |
| Zdroj: | International Journal of Information Technology & Decision Making. :525-545 |
| ISSN: | 1793-6845 0219-6220 |
| DOI: | 10.1142/s0219622010003944 |
| Popis: | Choice problem is related to finding the best compromise alternative or a set of alternatives among various options by considering conflicting criteria. PrometheeII is one of the well-known decision making methods that has been successfully applied to this problem. However, both our experiments and the other results from literature show that the PrometheeII algorithm performs better especially for problems having convex frontier. In this study, PrometheeII is integrated with the Tchebycheff function, which is capable of reaching efficient alternatives located at non-convex part of the efficient frontier. An experimental study is performed on the integrated procedure, PrometheeII and the multiplicative version of PrometheeII by using different test problems from the multi objective optimization literature. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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