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The problem was with
get_structure_unique_population
. It was extending population using mutation (EvoGraphOptimizer._extend_population
) but added molecules were not evaluated. That is why individuals with null fitness appeared in the population.#144
Also the check
optimized_network.depth > 1
fromtest_custom
was removed because it can find cycled graphs withdepth == -1