Approximation Algorithms for the Consecutive Ones Submatrix Problem on Sparse Matrices

A 0-1 matrix has the Consecutive Ones Property (C1P) if there is a permutation of its columns that leaves the 1’s consecutive in each row. The Consecutive Ones Submatrix (COS) problem is, given a 0-1 matrix A, to find the largest number of columns of A that form a submatrix with the C1P property. Such a problem has potential applications in physical mapping with hybridization data. This paper proves that the COS problem remains NP-hard for i) (2, 3)-matrices with at most two 1’s in each column and at most three 1’s in each row and for ii) (3, 2)-matrices with at most three 1’s in each column and at most two 1’s in each row. This solves an open problem posed in a recent paper of Hajiaghayi and Ganjali [12]. We further prove that the COS problem is 0.8-approximatable for (2, 3)-matrices and 0.5-approximatable for the matrices in which each column contains at most two 1’s and for (3, 2)-