Build the test programs with optimization enabled

Dr. Jorrit Fahlkerequested to merge
compile-with-optimization into master

This is need to avoid timeouts due to the tests taking longer than 5 minutes to execute. With optimization they are done in seconds.

Closes: #53 (closed)

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