کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
394381 | 665796 | 2012 | 22 صفحه PDF | دانلود رایگان |
![عکس صفحه اول مقاله: Complex Structured Decision Making Model: A hierarchical frame work for complex structured data Complex Structured Decision Making Model: A hierarchical frame work for complex structured data](/preview/png/394381.png)
We introduce a hierarchical framework we call Complex Structured Decision Making model for complexly structured knowledge representation in intelligent decision making. We show that our model extends non-hierarchical (flat) decision making models to hierarchical decision making models that are similar to comprehensible human decision making processes. Further, we make an argument that hierarchial representation of knowledge in a Complex Structured Decision Making Model simplifies the approximation of aggregation functions to easily adapt to the underline relation of the system. Additionally, using a real world complex structured data set, we show that hierarchically organized Fuzzy Integrals, e.g. Choquet Integral, and Sugeno Integral and Fuzzy Signatures outperform these non-hierarchical Fuzzy Integrals.
Journal: Information Sciences - Volume 194, 1 July 2012, Pages 85–106