Make place for the implementation of the advanced EA
Add software module for the advanced evolutionary algorithm

The main module was a little bit rewritten and some other small
modifications were performed elsewhere in order to make the copy
compilable. Consequent major revisions will follow.
Correct the store of elites

The elite need to be saved only after the last generation.
Implement the sending of the training data into the PL

Lena image with 5% salt-and-pepper noise is sent as the training image.
The image size is 128x128.
Update population handling

Here the elite does not need to be evaluated in every generation.
Therefore, lambda individuals can be implemented in the PL.
Remove unnecessary function
Adjust parameters
Correct time output format
Add initialization for population initialization

The consequent runs could be influenced by the previous best fitness
value.
Reduce and reformat the listing of fitness values

The transfer (through UART) took a very long time. Now the fitness is
printed only after it really changes. The generation index is also
printed (for easier post-processing).
Modify the XML for compatibility with my previous image checker
Move the tools to subdirectory and make place for the new tools
Add tools for the advanced evolutionary algorithm
Compute the quartiles
Add support for reconfiguration at finer granularity

Reconfiguration by one frame for an individual is supported now. The
whole population is partially reconfigured (mutated) at the same time (6
frames = 6 individuals).

Update bitstream (name changes, new functions)

Add new bit stream

Correct

Add bit stream modifications

Add DPR reconfiguration

Correct

Divide PE function into 4
Add implementation of advanced evolutionary algorithm
Correct gitignore and add the main modules

The gitignore file ignored two files.
Add support for multiple training sets
Add cameraman training image
Add house training image