Name
Title | ||
|---|---|---|
A case-based fuzzy multicriteria decision support model for tropical cyclone forecasting |
Abstract | ||
|---|---|---|
This paper proposes a multi-stage framework for intelligent decision support. The proposed framework integrates case-based reasoning and fuzzy multicriteria decision making techniques. It potentially leads to more accurate, flexible and efficient retrieval of alternatives that are most similar and most useful to the current decision situation. Additionally, the framework provides intelligent assistance in articulating domain expert's preferences through outranking relations. We illustrated the proposed approach in the context of tropical cyclone prediction. Ten years of historical observation data about tropical cyclones was represented within fuzzy multicriteria decision-making problem. We describe a prototype intelligent decision support system, which helps the forecaster in retrieving best-fitted solutions in terms of both usefulness and similarity to the current observed case. |
Year | DOI | Venue |
|---|---|---|
2005 | 10.1016/j.ejor.2003.09.003 | European Journal of Operational Research |
Keywords | Field | DocType |
Fuzzy multicriteria decision making,Case-based reasoning,Intelligent decision support,Tropical cyclone prediction | Decision analysis,Intelligent decision support system,Fuzzy logic,Decision support system,Operations research,Business decision mapping,Case-based reasoning,Evidential reasoning approach,Mathematics,Decision engineering | Journal |
Volume | Issue | ISSN |
160 | 2 | 0377-2217 |
Citations | PageRank | References |
5 | 0.44 | 11 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jocelyn San Pedro | 1 | 22 | 2.39 |
| Frada Burstein | 2 | 296 | 39.14 |
| Alan Sharp | 3 | 5 | 0.44 |