Question

(a) Construct the incidence matrix $A$ for the disconnected digraph $D$ in the figure. (b) Verify that $\operatorname{dim} \operatorname{ker} A=3$, which is the same as the number of connected components, meaning the maximal connected subgraphs in $D$. (c) Can you assign an interpretation to your basis for ker $A$ ? (d) Try proving the general statement that $\operatorname{dim} \operatorname{ker} A$ equals the number of connected components in the digraph $D$.

    (a) Construct the incidence matrix $A$ for the disconnected digraph $D$ in the figure. (b) Verify that $\operatorname{dim} \operatorname{ker} A=3$, which is the same as the number of connected components, meaning the maximal connected subgraphs in $D$. (c) Can you assign an interpretation to your basis for ker $A$ ? (d) Try proving the general statement that $\operatorname{dim} \operatorname{ker} A$ equals the number of connected components in the digraph $D$.
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Applied Linear Algebra (Undergraduate Texts in Mathematics)
Applied Linear Algebra (Undergraduate Texts in Mathematics)
Peter J. Olver,… 2nd Edition
Chapter 2, Problem 12 ↓

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- Assume the digraph $D$ has vertices $v_1, v_2, \ldots, v_n$ and edges $e_1, e_2, \ldots, e_m$. - The incidence matrix $A$ is an $n \times m$ matrix where $A_{ij} = -1$ if edge $e_j$ starts at vertex $v_i$, $A_{ij} = 1$ if edge $e_j$ ends at vertex $v_i$, and  Show more…

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(a) Construct the incidence matrix $A$ for the disconnected digraph $D$ in the figure. (b) Verify that $\operatorname{dim} \operatorname{ker} A=3$, which is the same as the number of connected components, meaning the maximal connected subgraphs in $D$. (c) Can you assign an interpretation to your basis for ker $A$ ? (d) Try proving the general statement that $\operatorname{dim} \operatorname{ker} A$ equals the number of connected components in the digraph $D$.
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