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The Surprising Mathematics of Longest Increasing Subsequences
This book presents for the first time to a general readership recent groundbreaking developments in probability and combinatorics related to the longest increasing subsequence problem.
Dan Romik (Author)
9781107075832, Cambridge University Press
Hardback, published 2 February 2015
366 pages, 3 b/w illus. 94 exercises
23.1 x 15.7 x 2.5 cm, 0.64 kg
'Timely, authoritative, and unique in its coverage …' D. V. Feldman, Choice
In a surprising sequence of developments, the longest increasing subsequence problem, originally mentioned as merely a curious example in a 1961 paper, has proven to have deep connections to many seemingly unrelated branches of mathematics, such as random permutations, random matrices, Young tableaux, and the corner growth model. The detailed and playful study of these connections makes this book suitable as a starting point for a wider exploration of elegant mathematical ideas that are of interest to every mathematician and to many computer scientists, physicists and statisticians. The specific topics covered are the Vershik-Kerov–Logan-Shepp limit shape theorem, the Baik–Deift–Johansson theorem, the Tracy–Widom distribution, and the corner growth process. This exciting body of work, encompassing important advances in probability and combinatorics over the last forty years, is made accessible to a general graduate-level audience for the first time in a highly polished presentation.
1. Longest increasing subsequences in random permutations
2. The Baik–Deift–Johansson theorem
3. Erd?s–Szekeres permutations and square Young tableaux
4. The corner growth process: limit shapes
5. The corner growth process: distributional results
Appendix: Kingman's subadditive ergodic theorem.
Subject Areas: Probability & statistics [PBT], Algebra [PBF], Discrete mathematics [PBD], Mathematics [PB]