Research Article
A Hybrid Approach for Modular Neural Network Design Using Intercriteria Analysis and Intuitionistic Fuzzy Logic
Table 13
Results from the simulations.
| Number | Description | Number of the inputs before reduction | Number of the inputs after reduction | | ā min | Number of weight coefficients without reduction | Number of weight coefficients with reduction | ā % | Number of weight coefficients % |
| 1 | Data with parameters of crude oil | 8 | 5 | 2.2330 | 2.0914 | 315 | 210 | 93,65 | 66,67 | 2 | Data of iris plant parameters | 4 | 2 | 0.5726 | 0.5446 | 175 | 105 | 95,11 | 60 | 3 | Data of glass parameters | 9 | 7 | 1.6721 | 1.6626 | 350 | 280 | 98,2 | 80 |
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