TY - GEN
T1 - Impact of the energy model on the complexity of RNA folding with pseudoknots
AU - Sheikh, Saad
AU - Backofen, Rolf
AU - Ponty, Yann
PY - 2012/7/4
Y1 - 2012/7/4
N2 - Predicting the folding of an RNA sequence, while allowing general pseudoknots (PK), consists in finding a minimal free-energy matching of its n positions. Assuming independently contributing base-pairs, the problem can be solved in Θ(n 3)-time using a variant of the maximal weighted matching. By contrast, the problem was previously proven NP-Hard in the more realistic nearest-neighbor energy model. In this work, we consider an intermediate model, called the stacking-pairs energy model. We extend a result by Lyngsø, showing that RNA folding with PK is NP-Hard within a large class of parametrization for the model. We also show the approximability of the problem, by giving a practical Θ(n 3) algorithm that achieves at least a 5-approximation for any parametrization of the stacking model. This contrasts nicely with the nearest-neighbor version of the problem, which we prove cannot be approximated within any positive ratio, unless P = NP.
AB - Predicting the folding of an RNA sequence, while allowing general pseudoknots (PK), consists in finding a minimal free-energy matching of its n positions. Assuming independently contributing base-pairs, the problem can be solved in Θ(n 3)-time using a variant of the maximal weighted matching. By contrast, the problem was previously proven NP-Hard in the more realistic nearest-neighbor energy model. In this work, we consider an intermediate model, called the stacking-pairs energy model. We extend a result by Lyngsø, showing that RNA folding with PK is NP-Hard within a large class of parametrization for the model. We also show the approximability of the problem, by giving a practical Θ(n 3) algorithm that achieves at least a 5-approximation for any parametrization of the stacking model. This contrasts nicely with the nearest-neighbor version of the problem, which we prove cannot be approximated within any positive ratio, unless P = NP.
KW - General pseudoknots
KW - Hardness
KW - Inapproximability
KW - RNA folding
U2 - 10.1007/978-3-642-31265-6_26
DO - 10.1007/978-3-642-31265-6_26
M3 - Conference contribution
AN - SCOPUS:84863087480
SN - 9783642312649
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 321
EP - 333
BT - Combinatorial Pattern Matching - 23rd Annual Symposium, CPM 2012, Proceedings
T2 - 23rd Annual Symposium on Combinatorial Pattern Matching, CPM 2012
Y2 - 3 July 2012 through 5 July 2012
ER -