Name
Title | ||
|---|---|---|
OWA Generation Function and Some Adjustment Methods for OWA Operators With Application |
Abstract | ||
|---|---|---|
We propose the concept of ordered weighted averaging (OWA) generation function with some properties, illustrative examples, and usages. A number of new properties of OWA operators and relations between some well-known OWA operators are proposed and proved using OWA Generation Functions. We discuss some orness/andness adjustment methods for a predetermined OWA operator. A practical application about investment prediction problem is given with detailed illustration and analysis, which can show the advantages of the adjustment methods proposed in this paper. In particular, the concept consistent adjustment matrix is proposed and the interests and advantages of it can be shown by its special properties. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1109/TFUZZ.2015.2450772 | IEEE Transactions Fuzzy Systems |
Keywords | Field | DocType |
investment,probability,OWA generation function,OWA operators,consistent adjustment matrix,investment prediction problem,ordered weighted averaging generation function,orness-andness adjustment methods,probability theory,Aggregation operators,Decision making,OWA operators,Orness,decision making,ordered weighted averaging (OWA) operators,orness | Time series,Mathematical optimization,Polynomial,Matrix (mathematics),Operator (computer programming),Mathematics | Journal |
Volume | Issue | ISSN |
24 | 1 | 1063-6706 |
Citations | PageRank | References |
22 | 0.90 | 35 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| LeSheng Jin | 1 | 115 | 18.26 |
| Gang Qian | 2 | 784 | 63.77 |