O(lg lg n)-competitive Binary Search Trees John Iacono Polytechnic University Date: Friday October 15, 2004 Time 11-12 Venue: Room 3464, HKUST Abstract We present an $O(\lg \lg n)$-competitive online binary search tree, improving upon the best previous (trivial) competitive ratio of $O(\lg n)$. This is the first major progress on Sleator and Tarjan's dynamic optimality conjecture of 1985 that $O(1)$-competitive binary search trees exist. We will discuss the lower bounds of Wilber, which our data structure is based on, and the need to create stronger lower bounds if the $O(\lg \lg n)$-competitive ratio is to be improved.