APS 3.0 New Release

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.