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(0,1)矩阵矩阵积和式的上下界
The upper bound and lower bound for the permanent of
(0, 1)-matrices
Zhang Xueyuan Zhu Xiaoying Wang Cuiqi ?
(School of Science, China University of Mining and Technology,
Xuzhou, Jiangsu, 221008)
Abstract: Let A = [aij] be an n × n matrix with 0-1 entries. If we call a
series of elements the diagonal line such that any two of them are not in the same
row and are not in the same column, then the permanent of A is the number of
diagonal lines whose entries are all 1s. let τ be the number of zeros in matrix A.
In this paper, we obtained a new upper bound and lower bound for the permanent
of (0, 1)-matrices with τ ≤ n.
Key words permanent; (0, 1)-matrix; upper bound; lower bound; diagonal
line
1 Introduction
Let F be a subset of a number field, and let Mm,n(F ) denote the set of all m×n matrices
with entries in F, and let Mn(F ) = Mn,n(F ). Note that Bn = Mn({0, 1}). A ∈ Bn , the
permanent of A is defined as
PerA =
∑
σ
n∏
i=1
ai, σ(i)
where the sum goes over every permutation σ of the set {1, 2, · · · , n}.
Per A looks similar to the determinant of matrices. However, it is much harder to be
computed. In fact, in 1979, Valiant [1,2] proved that determining the permanent of a (0,
1)-matrix is a NP-complete problem. Therefore, estimating the upper and lower bounds of
PerA becomes important.
?Zhang Xueyuan(1978- ), female, born in Jiangsu Xuzhou, graduate student of China University of Mining
and Technology, Email: zhang xue yuan@
1
The following are the well known general lower bound and upper bound for the perma-
nent of (0, 1)-matrices.
Theorem 1.1(Minc, [3]) Let A ∈ Bn be fully indecomposable, then
PerA ≥ ‖A‖ ? 2n + 2
where ‖A‖ = n∑
j=1
n∑
i=1
aij, (A = [aij]). Let P ∈ Bn be a permutation matrix(each row and
each column have exactly one 1-entry), two matrices A and B are permutation similar if for
some permutation matrix P , A = PBP?1, denoted A ~p B. A matrix A ∈ Mn is partly
decomposable if A ~p A1, A1 =
[
B 0
C D
]
, where B and D are all square matrix. Then the
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