The Exact Subset MultiCover Problem
Theory and Applications of Models of Computation(2023)
摘要
In this paper, we study the Exact Subset MultiCover problem (or ESM), which can be seen as an extension of the well-known Set Cover problem. Let
$$({\mathcal {U},f})$$
be a multiset built from set
$$\mathcal {U}{=\{e_1,e_2,\dots ,e_m\}}$$
and function
$$f: \mathcal {U} \rightarrow \mathbb {N}^*$$
. ESM is defined as follows: given
$$({\mathcal {U},f})$$
and a collection
$$\mathcal {S} = {\{S_1,S_2,\dots ,S_n\}}$$
of n subsets of
$$\mathcal {U}$$
, is it possible to find a multiset
$$({\mathcal {S'},g})$$
with
$$\mathcal {S}'={\{S'_1,S'_2,\dots ,S'_n\}}$$
and
$$g: \mathcal {\mathcal {S}'} \rightarrow \mathbb {N}$$
, such that (i)
$$S'_i \subseteq S_i$$
for every
$$1\le i \le n$$
, and (ii) each element of
$$\mathcal {U}$$
appears as many times in
$$(\mathcal {U}, f)$$
as in
$$({\mathcal {S'},g})$$
? We study this problem under an algorithmic viewpoint and provide diverse complexity results such as polynomial cases, NP-hardness proofs and FPT algorithms. We also study two variants of ESM: (i) Exclusive Exact Subset MultiCover (E ESM), which asks that each element of
$$\mathcal {U}$$
appears in exactly one subset
$$S'_i$$
of
$$\mathcal {S}'$$
; (ii) Maximum Exclusive Exact Subset MultiCover (Max-E ESM), an optimisation version of E ESM, which asks that a maximum number of elements of
$$\mathcal {U}$$
appear in exactly one subset
$$S'_i$$
of
$$\mathcal {S}'$$
. For both variants, we provide several complexity results; in particular we present a 2-approximation algorithm for Max-E ESM, that we prove to be tight.
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