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Some limit results for longest common subsequences
Authors:Joseph G. Deken
Affiliation:Department of Statistics, Princeton University, Princeton, NJ 08540, USA
Abstract:The length ln of a longest common subsequence before time n sequences (B11, B12, …) (B21, B22, …) is the cardinality of the largest increasing set of pairs of integers {(j1α, j2α)}
l?j11<j12<·<j11n?nl?j21<j22<·<j21n?n
such that ?1?α?ln, (B1j=B2j). If B1 and B2 are independent random sequences with co-ordinates i.i.d. uniform on {1, 2, …, k}, it follows from Kingman's subadditive ergodic theorem that the ratio ln/n converges to a constant ck a.s. A method of deriving lower bounds for the constants ck is given, the bounds obtained improving known lower bounds, for k>2. The rate of decrease of ck with k is shown to be no faster than 1/√k, contrasting with P{B1i?B2i}=1/k. Finally, an alternative method of deriving lower bounds is given and used to improve the lower bound for c2.
Keywords:
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