With GeneXproServer you can create a job that starts different runs at regular intervals producing different models and evaluating them against different training and testing datasets. The duration of each run can be set in minutes, hours, or generations.

Use the desktop mode to test your job definitions before committing them to long runs in your cluster using the console mode application. The two modes complement each other and can also be used independently.

The job definition is an XML file with a simple and human readable schema that lists how many runs you want and what are the conditions for each run. The job results are a GeneXproTools file per run and several XML files with the run details, including a report with the best models over the training and testing sets.

Training and testing datasets can be loaded from any database using SQL or from external files. Or they can even be embedded into the job definition file. This is a huge time saver as you can automate the generation and refreshing of models using real time data.

You can change several run settings including its duration, the number of chromosomes and genes, the program size, the linking function, the fitness function, the type and number of numerical constants, the function set, the genetic operators, and so forth.

The job definition can fire notifications before and after the job and before and after each run. All the notifications are totally configurable and can be used to trigger completion emails or to drive a model upload mechanism.