Problem 61: RNA Folding
Suggested by | Qin Zhang |
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Source | Bertinoro 2014 |
Short link | https://sublinear.info/61 |
An RNA sequence is a string of letters from the alphabet {A, C, G, U}, where A-U and C-G form pairings. A set of pairings in such a string is said to be non-crossing if there are no pairs of the form $(i, j)$ and $(k, l)$, where $i < k < j < l$.
A maximum non-crossing matching is a pairing of A-U and C-G of maximum cardinality that is non-crossing. Given a string, such a matching can be computed in $n^2$ space and $n^3$ time via dynamic programming [Eddy-04].
Note that there is a trivial 2-approximation to the optimal matching. Find the optimal matchings on the A, U and C, G subsequences, and take the larger one. This can be computed in a stream.
Is there a streaming algorithm that yields a factor better than 2 (in a small number of passes)?