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Lower bound when converged #35

@michaelbynum

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@michaelbynum

new_lower_bound = self.state.upper_bound

Should this use self.state.lower_bound instead of self.state.upper_bound? Currently, if there are not any open nodes, then the lower bound gets set to the upper bound passed to this method.

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