The RNA folding process is represented as a Markov process with states
corresponding to RNA secondary structures and transition probabilitie
s corresponding to transformations of a secondary structure caused by
formation or disintegration of a helix. Transition probabilities (kine
tic constants) are determined. A notion of a group of structures is in
troduced, and it allows to reduce the state space. Energetic and kinet
ic parameters of pseudoknots are estimated. Algorithms for computation
of a kinetic ensemble for structures and groups of structures are pre
sented, as well as their modifications that take into account pseudokn
ots. The described algorithms are implemented as a procedure for predi
ction of RNA secondary structure that is included in the package DNA-S
UN.