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Large Parsimony
Even after having solved the problem of small parsimony, we still have a long way to go, because the final goal is to find the optimal phylogeny, not just the optimal internal labeling of a given phylogeny:
Again, this problem has a weighted and a non-weighted (discrete) version, but the difference is not essential. It can be shown that this problem is NP-hard, even in the discrete version.
However,
we will present several algorithms attempting to solve the problem of large parsimony.
Peer Itsik
2001-01-01