Simple Random Access Compression.

Given a sequence S of n symbols over some alphabet Σ of size σ, we develop new compression methods that are (i) very simple to implement; (ii) provide O(1) time random access to any symbol (or short substring) of the original sequence. Our simplest solution uses at most 2h+o(h) bits of space, where h = n(H_{0}(S)+1), and H_{0}(S) is the zeroth-order empirical entropy of S. We discuss a number of improvements and trade-offs over the basic method. For example, we can achieve n(H_{k}(S)+1)+o(n(H_{k}(S)+1)) bits of space, for k = o(log_{σ}(n)). Several applications are discussed, including text compression, (compressed) full-text indexing and string matching. [ABSTRACT FROM AUTHOR]