Neural Network

Type: Model example, Extra

A feed-forward neural network can be trained (fit to training data) using the Analytica Optimizer. This is essentially an example of non-linear regression. This model contains four sample data sets, and is set up to train a 2-layer feedforward sigmoid network to "learn" the concept represented by the data set(s), and then test how well it does across examples not appearing in the training set.

Developed during the Analytica User Group Webinar of 21-Apr-2011 -- see the webinar recording.

Download: Neural Network.ana

Author: Lonnie Chrisman, Lumina Decision Systems

Keywords: AI and machine learning, Optimization, Regression and curve fitting, Feed-forward neural networks, optimization analysis

See Also

• Examples and libraries by topic
• Examples table