at must be encoded
    explicitly (ie. cannot be interpolated).  Calculating this set allows for significantly
    speeding up the dynamic-programming, as well as resolve circularity in DP.

    The set is precise; that is, if an index is in the returned set, then there is no way
    that IUP can generate delta for that point, given `coords` and `deltas`.
    r