Can A Directed Graph Hava A Cycle?

by | Last updated on January 24, 2024

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A directed cycle in a directed graph is a non-empty directed trail in which only the first and last vertices are equal

. A graph without cycles is called an acyclic graph. A directed graph without directed cycles is called a directed acyclic graph. A connected graph without cycles is called a tree.

How can you tell if a directed graph has a cycle?

To detect cycle,

check for a cycle in individual trees by checking back edges

. To detect a back edge, keep track of vertices currently in the recursion stack of function for DFS traversal. If a vertex is reached that is already in the recursion stack, then there is a cycle in the tree.

Are directed graphs with no cycles?


A directed acyclic graph is a directed graph that has no cycles

. A vertex v of a directed graph is said to be reachable from another vertex u when there exists a path that starts at u and ends at v.

What is directed cycle graph?

A directed cycle graph is

a directed version of a cycle graph, with all the edges being oriented in the same direction

. In a directed graph, a set of edges which contains at least one edge (or arc) from each directed cycle is called a feedback arc set.

What is a directed cycle?

A directed cycle is simply

a cycle in a directed graph in which each edge is traversed in the same direction

. If we think about directed edges as one-way streets, then a directed cycle is simply a walk through the graph that returns to the original node and travels down each street in the legal direction.

Can a simple graph have cycles?

A simple graph is a graph that does not have more than one edge between any two vertices and no edge starts and ends at the same vertex. In other words

a simple graph is a graph without loops

and multiple edges.

How many cycles does a graph have?

A graph containing no cycles of any length is known as an acyclic graph, whereas a graph containing

at least one cycle is called a cyclic graph

. A graph possessing exactly one (undirected, simple) cycle is called a unicyclic graph.

How much time is required to test if a directed graph contains a cycle?

drawedge(0, 2); //Function call and print the result. Time Complexity: The time complexity of the above approach to detect cycles in a directed graph is

O(V+E)

, where V is the number of vertices in the graph and E is the number of edges.

Can a cycle have 2 vertices?

Yes the simplest possible cycle can be created with 3 nodes.

Having a graph with 2 nodes is not a cycle

and it cannot be a cycle because it conflicts with the rule for a set of nodes to contain a cycle.

Is a directed acyclic graph a tree?


A tree with nodes A B C D E F and G

. Directed acyclic graphs (DAGs) are used to model probabilities, connectivity, and causality. A “graph” in this sense means a structure made from nodes and edges.

What is a simple cycle in a graph?

A simple cycle is

a cycle in a Graph with no repeated vertices (except for the beginning and ending vertex)

. Basically, if a cycle can’t be broken down to two or more cycles, then it is a simple cycle.

Can a directed graph be disconnected?

An edgeless graph with two or more vertices is disconnected.

A directed graph is called weakly connected if replacing all of its directed edges with undirected edges produces a connected (undirected) graph

.

What is difference between cycle graph and Chronocyclegraph?

Chronocycle Graph:

The Chronocycle graph is special form of cycle graph in which the light source is suitably interrupted so that the path appears as a series of pear-shaped dots the pointed end indicating the direction of movement and the spacing indicating the speed of movement.

Can directed graphs have self loops?


Graphs created using graph and digraph can have one or more self-loops

, which are edges connecting a node to itself. Additionally, graphs can have multiple edges with the same source and target nodes, and the graph is then known as a multigraph. A multigraph may or may not contain self-loops.

Is a loop a cycle?

A loop is commonly defined as an edge (or directed edge in the case of a digraph) with both ends as the same vertex. (For example from a to itself).

Although loops are cycles, not all cycles are loops

.

How do you know if a graph is complete?

A simple graph with ‘n’ mutual vertices is called a complete graph and it is denoted by ‘K

n

‘. In the graph, a vertex should have edges with all other vertices, then it called a complete graph. In other words,

if a vertex is connected to all other vertices in a graph, then it is called a complete graph

.

What is a directed graph in data structure?

A directed graph (or digraph) is

a set of vertices and a collection of directed edges that each connects an ordered pair of vertices

. We say that a directed edge points from the first vertex in the pair and points to the second vertex in the pair.

How do you implement a directed graph?

  1. Add a node to the graph.
  2. Create an edge between any two nodes.
  3. Check if a node exists in the graph.
  4. Given a node, return it’s neighbors.
  5. Return a list of all the nodes in the graph.
  6. Return a list of all edges in the graph.

Can a path be a cycle?


Cycle is a closed path

. These can not have repeat anything (neither edges nor vertices). Note that for closed sequences start and end vertices are the only ones that can repeat.

How do you find the simple cycle of a graph?

What is the difference between a cycle and a simple cycle?

A cycle (or circuit) is a path of non-zero length from v to v with no repeated edges.

A simple cycle is a cycle with no repeated vertices (except for the beginning and ending vertex)

.

Do complete graphs have cycles?

In a complete graph,

every choice of n vertices is a cycle

, so if the graph has k vertices, then there is ∑kn=3(kn), which is equal to −k22−k2+2k−1.

Can BFS detect cycle?


BFS wont work for a directed graph in finding cycles

. Consider A->B and A->C->B as paths from A to B in a graph. BFS will say that after going along one of the path that B is visited. When continuing to travel the next path it will say that marked node B has been again found,hence, a cycle is there.

Can DFS detect cycle?


Using a Depth First Search (DFS) traversal algorithm we can detect cycles in a directed graph

. If there is any self-loop in any node, it will be considered as a cycle, otherwise, when the child node has another edge to connect its parent, it will also a cycle.

How do you print a cycle on a graph?
  1. Insert the edges into an adjacency list.
  2. Call the DFS function which uses the coloring method to mark the vertex.
  3. Whenever there is a partially visited vertex, backtrack till the current vertex is reached and mark all of them with cycle numbers.

Carlos Perez
Author
Carlos Perez
Carlos Perez is an education expert and teacher with over 20 years of experience working with youth. He holds a degree in education and has taught in both public and private schools, as well as in community-based organizations. Carlos is passionate about empowering young people and helping them reach their full potential through education and mentorship.