Constructive granular systems with universal approximation and fast knowledge discovery.
Conventional gradient descent learning algorithms for soft computing systems have the learning speed bottleneck problem and the local minima problem. To effectively solve the two problems, the n-variable constructive granular system with high-speed granular constructive learning is proposed based on...
| הוצא לאור ב: | IEEE Transactions on fuzzy systems 13, 1 (2005). |
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| מחבר ראשי: | |
| פורמט: | Article |
| שפה: | English |
| נושאים: |