Description
I have produced the first version of this application, named 'Parameters Tuning Unity' (PTU), during my research works about the Parameters adaptation into reactive multi-agents systems: application in mobile robotic, whose it can be interesting to consult information.

   The application's aim is to give a support in the resolution of the issue which consists with the adaptation of the parameters of an expert system or a multi-agents system (which might be expendable to other types of systems).
For that, it lays out:
   - a client/server architecture in order to communicate with the system whose we want to adapt the parameters,
   - an extensible 'range' of optimization's methods (such as the gradient's descent ).

Basically, the principle is relatively simple and can be regarded as the following use's protocol:
   1 - creation of an XML file defining the characteristics of the parameters to adapt, and a stop's criterion,
   2 - initialization of the PTU;
         - call i the index of the 'current' parameter, initialized with 0,
         - initialization of the parameters with their initial value.
   3 - initialization of the system,

   4 - the PTU sends the current value of the parameters, to the system,
   5 - the system "lives a cycle" then sends an evaluation of its state (which is the one to optimize) to the PTU,
   6 - the PTU uses the optimization's method selected by the user, then updates the value of the parameter i,
   7 - update of i itself,
   8 - the PTU checks the stop's criterion,
         - if it is not reached, return to 4,
         - else end of the optimization's process.

   9 - analysis of the results.

The optimization's methods are implemented as modules, and can thus be easily added (or removed) to the application. The PTU's evolution so consists mainly on the addition of such modules. Its architecture is currently under update, and a simple example, simulating an expert system, is under development, in order to highlight mechanics presented above.

Remark(s)    
Whoever are you, if you wish to take part in the development of the application, do not hesitate: mail me.

Installation
Consult the 'README' file provided with the source code.