Exponential Inapproximability of Selecting a Maximum Volume Sub-matrix

Exponential Inapproximability of Selecting a Maximum Volume Sub-matrix

0.00 Avg rating0 Votes
Article ID: iaor2013303
Volume: 65
Issue: 1
Start Page Number: 159
End Page Number: 176
Publication Date: Jan 2013
Journal: Algorithmica
Authors: ,
Keywords: combinatorial optimization, matrices
Abstract:

Given a matrix A∈ℝ m×n (n vectors in m dimensions), and a positive integer k <n, we consider the problem of selecting k column vectors from A such that the volume of the parallelepiped they define is maximum over all possible choices. We prove that there exists δ <1 and c>0 such that this problem is not approximable within 2ck for k=δn, unless P=NP.

Reviews

Required fields are marked *. Your email address will not be published.