Added functions to transform parameters of logistic functions into samples of a logistic function and the same for radial functions.
Added some transformations from radial and logistic base functions to a number of samples.
Updated submodule cpp_utils with additional algorithm cu::for_each.
Implemented the use of base functions in the search for the best solution
in order to reduce the dimension of the problem.
Updated submodule.
Removed first bugs which lead to a crash of the application on optimization.
Fixed some runtime bugs. The optimization now works as expected.