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1. Introduction 2. Pairwise sequence alignment 3. Multiple alignments 4. Hidden Markov models 5. Hidden Markov models applied to biological sequences 6. The Chomsky hierarchy of formal grammars 7. RNA and stochastic context-free grammars 8. Phylogenetic trees 9. Phylogeny and alignment Index.