Title
Random Walks on Truncated Cubes and Sampling 0-1 Knapsack Solutions
Abstract
We solve an open problem concerning the mixing time of symmetric random walk on the n-dimensional cube truncated by a hyperplane, showing that it is polynomial in n. As a consequence, we obtain a fully-polynomial randomized approximation scheme for counting the feasible solutions of a 0-1 knapsack problem. The key ingredient in our analysis is a combinatorial construction we call a "balanced almost uniform permutation," which seems to be of independent interest.
Year
DOI
Venue
2004
10.1137/S0097539702411915
SIAM Journal on Computing
Keywords
Field
DocType
symmetric random walk,open problem,uniform permutation,random walks,knapsack solutions,combinatorial construction,fixed number,feasible solution,polynomial randomized approximation scheme,key ingredient,knapsack problem,truncated cubes,independent interest,n-dimensional cube,fully-polynomial randomized approximation scheme,machinery,mixing time,sampling,approximation theory,approximation algorithms,sampling methods,computational complexity,hyperplane,multicommodity flow,statistics,markov chains,computer science
Discrete mathematics,Approximation algorithm,Combinatorics,Open problem,Random walk,Permutation,Continuous knapsack problem,Knapsack problem,Multi-commodity flow problem,Mathematics,Computational complexity theory
Journal
Volume
Issue
ISSN
34
1
0097-5397
ISBN
Citations 
PageRank 
0-7695-0409-4
38
2.14
References 
Authors
6
2
Name
Order
Citations
PageRank
Ben Morris11278.78
Alistair Sinclair21506308.40