2/14/2004 - General features of version 3.0:
- Translates the evolved models into 8 different languages (C, C#, C++, Java, JavaScript, Visual Basic, VB.NET, and Fortran).
- Draws the parse trees of the evolved models.
- Translates the evolved models virtually into any programming language through User Defined Grammars.
- A total of 70 different built-in mathematical functions and comparison rules plus Dynamic UDFs and Static UDFs for modeling.
- A total of 11 built-in fitness functions for Function Finding.
- A total of 10 built-in fitness functions for Classification.
- A total of 11 built-in fitness functions for Times Series Prediction.
- User Defined Fitness Functions for all problem categories.
- Implements a new algorithm for handling random numerical constants.
- Data screening engine for preprocessing.
- Time series transformation engine.
- Evolution from seed models.
- Change seed utilities.
- Saves all the best-of-generation models of a run.
- Plots the evolutionary dynamics of the run.
- Complexity increase engine.
- Supports Databases and Text Files both for loading input data and scoring.
- Recursive testing and prediction for Time Series.
- Implements an extensive package of statistical indexes for model evaluation.
and much more.
You can learn more about APS 3.0
here.
Automatic Problem Solver is a
Microsoft awarded application and
the first commercial software to use
Gene Expression Programming.