Name
Title | ||
|---|---|---|
Extending Soft Sets towards the Optimality of Decision Based on Multiple Decisions over the Same Data |
Abstract | ||
|---|---|---|
Soft sets are integrated with fuzzy logic in this paper and this research work further extends the Cagman's work on soft sets.It makes parametric values associated with every individual object of Extended Soft Set in fuzzy form. This increases the decision capability of soft sets approach to distinguish one object from another based on their fuzzy parameter values. Further, we prove several fuzzy soft operations based on a new concept. Furthermore, we provide the concept of and-row operation which describes the product of soft sets with fuzzy parameter values. Then the sum operation on and-row product construct a decision making approach. This increases the capability for multiple decision makers on the same data to reach the final selection based on their individual conclusion. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1109/ICMLA.2016.0073 | 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA) |
Keywords | Field | DocType |
Decision making,fuzzy logic,soft sets,fuzzy operations | Data mining,Fuzzy classification,Defuzzification,Computer science,Fuzzy set operations,Soft set,Fuzzy set,Artificial intelligence,Fuzzy number,Type-2 fuzzy sets and systems,Membership function,Machine learning | Conference |
ISBN | Citations | PageRank |
978-1-5090-6168-6 | 0 | 0.34 |
References | Authors | |
4 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Farooq Ahmad | 1 | 0 | 2.03 |
| Hamza Ali S. Abujabal | 2 | 0 | 0.34 |
| Sher Afzal Khan | 3 | 28 | 6.18 |
| adnan abid | 4 | 4 | 1.75 |
| muhammad shoaib farooq | 5 | 9 | 3.57 |