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Technical description of DataEngine V.i 4.01
Hard- and Software Requirements
- IBM compatible PC with 80486/50MHz processor or higher (coprozessor recommended)
- Microsoft Windows 95 or Microsoft Windows NT 4.0 or higher
- LabVIEW® 6.x
- complete integration in LabVIEW®
- 25 MB free hard disk space
- Software Technologies based on ActiveX automation and DataEngine RT
- Client/Server architecture possible across DCOM
- linguistic If-Then Rules
- examples of potential applications: control and modeling, knowledge-based diagnosis, classification
- fuzzy operators: minimum, maximum, algebraic product, algebraic sum
- gamma operator
- defuzzyfying strategies: mean of maxima, center of gravity and fuzzy output
- supervised learning neural network
- examples of potential applications: classification, modeling and control
- learning rules: backpropagation with momentum and decay, quickpropagation
- learning rate decay to avoid overfitting
- pruning algorithm for adapting the structure of the network architecture
Kohonen Network (Kohonen Feature Map)
- unsupervised learning neural network
- examples of potential applications: clustering and classification
- labeling by examples
Fuzzy Kohonen Network (Fuzzy Kohonen
Feature Map)
- unsupervised learning neural network
- examples of potential applications: clustering, classification
- very fast fuzzy training algorithm
- labeling by examples
- fuzzy clustering algorithm
- examples of potential applications: clustering and classification
- initialize algorithm with pre-defined data partitions
- labeling by examples
Decision tree
Documentation
- none