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## PowerPoint Slideshow about ' Graph' - sara-casey

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### Abstract Class Graph

### Abstract Methods Of Graph

### Abstract Methods Of Graph

Data Structures

- Linear data structures:
- Array, linked list, stack, queue
- Non linear data structures:
- Tree, binary tree, graph and digraph

Graph

- A graph is a non-linear structure (also called a network)
- Unlike a tree or binary tree, a graph does not have a root
- Any node (vertex, v) can be connected to any other node by an edge (e)
- Can have any number of edges (E) and nodes (set of Vertex V)
- Application: the highway system connecting cities on a map

a graph data structure

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Driving Distance/Time Map- Vertex = city, edge weight = driving distance/time.
- Find a shortest path from city 1 to city 5
- 125 (12)
- 14675 (14)

Number Of Edges—Undirected Graph

- Each edge is of the form (u,v), u != v.
- Number of such pairs in an n vertex graph is n(n-1).
- Since edge (u,v) is the same as edge (v,u), the number of edges in a complete undirected graph is n(n-1)/2.
- Number of edges in an undirected graph is <= n(n-1)/2.

Number Of Edges—Directed Graph

- Each edge is of the form (u,v), u != v.
- Number of such pairs in an n vertex graph is n(n-1).
- Since edge (u,v) is not the same as edge (v,u), the number of edges in a complete directed graph is n(n-1).
- Number of edges in a directed graph is <= n(n-1).

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Vertex DegreeNumber of edges incident to vertex.

degree(2) = 2, degree(5) = 3, degree(3) = 1

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In-Degree Of A Vertexin-degree is number of incoming edges

indegree(2) = 1, indegree(8) = 0

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Out-Degree Of A Vertexout-degree is number of outbound edges

outdegree(2) = 1, outdegree(8) = 2

Sum Of In- And Out-Degrees

each edge contributes 1 to the in-degree of some vertex and 1 to the out-degree of some other vertex

sum of in-degrees = sum of out-degrees = e,

where e is the number of edges in the digraph

Sample Graph Problems

- Path problems.
- Connectedness problems.
- Spanning tree problems.

Connected Graph

- Undirected graph.
- There is a path between every pair of vertices.

Connected Component

- A maximal subgraph that is connected.
- A connected graph has exactly 1 component.

Communication Network Problems

- Is the network connected?
- Can we communicate between every pair of cities?
- Find the components.
- Want to construct smallest number of links so that resulting network is connected (finding a minimum spanning tree).

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Cycles And ConnectednessRemoval of an edge that is on a cycle does not affect connectedness.

Cycles And Connectedness

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Connected subgraph with all vertices and minimum number of edges has no cycles.

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Tree

- Connected graph that has no cycles.
- n vertex connected graph with n-1 edges.

Graph Representation

- Adjacency Matrix
- Adjacency Lists
- Linked Adjacency Lists
- Array Adjacency Lists

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Adjacency Matrix- 0/1 n x n matrix, where n = # of vertices
- A(i,j) = 1 iff (i,j) is an edge

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Adjacency Matrix Properties- Diagonal entries are zero.
- Adjacency matrix of an undirected graph is symmetric.
- A(i,j) = A(j,i) for alliand j.

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Adjacency Matrix (Digraph)- Diagonal entries are zero.
- Adjacency matrix of a digraph need not be symmetric.

Adjacency Matrix

- n2bits of space
- For an undirected graph, may store only lower or upper triangle (exclude diagonal).
- (n-1)n/2 bits

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Adjacency Lists- Adjacency list for vertex i is a linear list ofvertices adjacent from vertex i.
- An array of n adjacency lists.

aList[1] = (2,4)

aList[2] = (1,5)

aList[3] = (5)

aList[4] = (5,1)

aList[5] = (2,4,3)

aList[1]

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aList[5]

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Linked Adjacency Lists- Each adjacency list is a chain.

Array Length = n

# of chain nodes = 2e (undirected graph)

# of chain nodes = e (digraph)

aList[1]

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Array Adjacency Lists- Each adjacency list is an array list.

Array Length = n

# of list elements = 2e (undirected graph)

# of list elements = e (digraph)

Number Of C++ Classes Needed

- Graph representations
- Adjacency Matrix
- Adjacency Lists
- Linked Adjacency Lists
- Array Adjacency Lists
- 3 representations
- Graph types
- Directed and undirected.
- Weighted and unweighted.
- 2 x 2 = 4 graph types
- 3 x 4 = 12 C++ classes

template<class T>

class graph

{

public:

// ADT methods come here

// implementation independent methods come here

};

http://www.boost.org/doc/libs/1_42_0/libs/graph/doc/index.html

// ADT methods

virtual ~graph() {}

virtual int numberOfVertices() const = 0;

virtual int numberOfEdges() const = 0;

virtual bool existsEdge(int, int) const = 0;

virtual void insertEdge(edge<T>*) = 0;

virtual void eraseEdge(int, int) = 0;

virtual int degree(int) const = 0;

virtual int inDegree(int) const = 0;

virtual int outDegree(int) const = 0;

// ADT methods (continued)

virtual bool directed() const = 0;

virtual bool weighted() const = 0;

virtual vertexIterator<T>* iterator(int) = 0;

virtual void output(ostream&) const = 0;

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