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| Main Authors: | , , , |
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| Format: | Preprint |
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2025
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| Online Access: | https://arxiv.org/abs/2503.05895 |
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| _version_ | 1866929748405387264 |
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| author | Neto, Claudio Carvalho Maia, Ana Karolinna Sales, Cláudia Linhares da Silva, Jonas Costa Ferreira |
| author_facet | Neto, Claudio Carvalho Maia, Ana Karolinna Sales, Cláudia Linhares da Silva, Jonas Costa Ferreira |
| contents | A network $\mathcal{N}$ is formed by a (multi)digraph $D$ together with a \emph{capacity function} $u : A(D) \to R_+$, and it is denoted by $\mathcal{N} = (D,u)$. A flow on $\mathcal{N}$ is a function $x: A(D) \to R_+$ such that $x(a) \leq u(a)$ for all $a \in A(D)$, and it is said to be $k$-splittable if it can be decomposed into up to $k$ paths. We say that a flow is $λ$-uniform if its value on each arc of the network with positive flow value is exactly $λ$, for some $λ\in R_+^*$.
Arc-coloured networks are used to model qualitative differences among different regions through which the flow will be sent. They have applications in several areas such as communication networks, multimodal transportation, molecular biology, packing etc.
We consider the problem of decomposing a flow over an arc-coloured network with minimum cost, that is, with minimum sum of the cost of its paths, where the cost of each path is given by its number of colours. We show that this problem is NP-Hard for general flows. When we restrict the problem to $λ$-uniform flows, we show that it can be solved in polynomial time for networks with at most two colours, and it is NP-Hard for general networks with three colours and for acyclic networks with at least five colours. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_05895 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Minimum cost flow decomposition on arc-coloured networks Neto, Claudio Carvalho Maia, Ana Karolinna Sales, Cláudia Linhares da Silva, Jonas Costa Ferreira Computational Complexity A network $\mathcal{N}$ is formed by a (multi)digraph $D$ together with a \emph{capacity function} $u : A(D) \to R_+$, and it is denoted by $\mathcal{N} = (D,u)$. A flow on $\mathcal{N}$ is a function $x: A(D) \to R_+$ such that $x(a) \leq u(a)$ for all $a \in A(D)$, and it is said to be $k$-splittable if it can be decomposed into up to $k$ paths. We say that a flow is $λ$-uniform if its value on each arc of the network with positive flow value is exactly $λ$, for some $λ\in R_+^*$. Arc-coloured networks are used to model qualitative differences among different regions through which the flow will be sent. They have applications in several areas such as communication networks, multimodal transportation, molecular biology, packing etc. We consider the problem of decomposing a flow over an arc-coloured network with minimum cost, that is, with minimum sum of the cost of its paths, where the cost of each path is given by its number of colours. We show that this problem is NP-Hard for general flows. When we restrict the problem to $λ$-uniform flows, we show that it can be solved in polynomial time for networks with at most two colours, and it is NP-Hard for general networks with three colours and for acyclic networks with at least five colours. |
| title | Minimum cost flow decomposition on arc-coloured networks |
| topic | Computational Complexity |
| url | https://arxiv.org/abs/2503.05895 |