The Discrepancy Method: Randomness and Complexity
Chazelle B.
The discrepancy method has produced the most fruitful line of attack on a pivotal computer science question: What is the computational power of random bits? It has also played a major role in recent developments in complexity theory. This book tells the story of the discrepancy method in a few succinct independent vignettes. The chapters explore such topics as communication complexity, pseudo-randomness, rapidly mixing Markov chains, points on a sphere, derandomization, convex hulls and Voronoi diagrams, linear programming, geometric sampling and VC-dimension theory, minimum spanning trees, circuit complexity, and multidimensional searching. The mathematical treatment is thorough and self-contained, with minimal prerequisites. More information can be found on the book's home page at http://www.cs.princeton.edu/~chazelle/book.html
Kategoriler:
Yıl:
2000
Baskı:
draft
Yayımcı:
Cambridge University Press
Dil:
english
Sayfalar:
491
ISBN 10:
0521770939
ISBN 13:
9780521770934
Dosya:
DJVU, 3.16 MB
IPFS:
,
english, 2000