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Implemented feature req #174 (Dump/Restore state) #177

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Implemented functionality to save intermediate state of genetic
algorithm, so that we can restart from the same point we left off - by
dumping full genetic population after each generation. Useful in the
event of lost db connection or computer crashing.

Implemented functionality to save intermediate state of genetic
algorithm, so that we can restart from the same point we left off - by
dumping full genetic population after each generation. Useful in the
event of lost db connection or computer crashing.
When running the restore-dump, the mutation and recombination rates were
not being initialized, so were continuously zero. This has been fixed
now. Note that it does not save the evolution parameters state: It again
starts from random settings.
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