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Description
Implement add_vertex
and remove_vertex
for Dynamic Graphs in AdjacencyMatrix
Description
Currently, the AdjacencyMatrix
class in pydatastructs
only supports static graphs, as indicated by the NotImplementedError
in the add_vertex
and remove_vertex
methods. This limitation restricts the use of the adjacency matrix representation for dynamic graphs where vertices can be added or removed after the graph is initialized.
Expected Behavior
The add_vertex
and remove_vertex
methods should be implemented to allow dynamic modification of the graph. Specifically:
add_vertex
: This method should add a new vertex to the graph and update the adjacency matrix and edge weights accordingly.remove_vertex
: This method should remove a vertex from the graph, along with all edges connected to it, and update the adjacency matrix and edge weights.
Proposed Solution
-
add_vertex
:- Add the new vertex to the
vertices
list. - Update the
matrix
dictionary to include the new vertex as a key with an empty dictionary as its value. - Ensure that the new vertex is added as a column in the adjacency matrix for all existing vertices.
- Add the new vertex to the
-
remove_vertex
:- Remove the vertex from the
vertices
list. - Remove the vertex from the
matrix
dictionary and all its associated edges. - Remove any edge weights involving the vertex from the
edge_weights
dictionary.
- Remove the vertex from the
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