Show each step of performing Breadth-First Search (DFS) and Depth-First Search (DFS) on the graphs below. a) BFS V S W 8 u 8 b) DFS U 1/ X W Z
Show each step of performing Breadth-First Search (DFS) and Depth-First Search (DFS) on the graphs below. a) BFS V S W 8 u 8 b) DFS U 1/ X W Z
Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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Transcribed Image Text:## Exploring Graph Search Algorithms: BFS and DFS
In this educational resource, we will explore two fundamental graph search algorithms: Breadth-First Search (BFS) and Depth-First Search (DFS). These algorithms are applied to the graphs shown below.
### a) Breadth-First Search (BFS)
**Graph Description:**
The graph consists of six nodes labeled \( r, s, t, u, v, \) and \( w, x, y \). Each node is represented by a circle. The graph has connections (edges) between the nodes.
- Node \( s \) is the starting node with a value of 0.
- Nodes \( r, t, u, v \) initially have a distance of infinity (\(\infty\)).
**Graph Connections:**
1. \( s \) is connected to \( r \) and \( w \).
2. \( w \) is connected to \( x \).
3. \( x \) is connected to \( t \) and \( y \).
4. \( y \) is connected to \( u \).
5. Edges between nodes display potential paths for traversal.
### b) Depth-First Search (DFS)
**Graph Description:**
The graph consists of five nodes labeled \( u, v, w, x, \) and \( y, z \). Each node is represented by a circle. The graph shows directional paths indicating the order in which nodes can be accessed.
- Node \( u \) is shaded and marked as the starting node.
**Graph Connections:**
1. \( u \) is directed towards \( x \).
2. \( v \) has bidirectional edges with \( y \) and connects to \( w \).
3. Both \( y \) and \( z \) are possible endpoints for exploration initiated from \( v \).
### Explanation:
- **BFS** explores the graph level by level starting from the initial node, ensuring the shortest path in an unweighted graph is found first.
- **DFS** dives deep into the graph, exploring a path fully before backtracking and proceeding to the next path.
These algorithms are essential in finding routes, solving puzzles, or in applications requiring systematic data exploration. Understanding their step-by-step execution helps in visualizing the approach of breadth-wise versus depth-wise exploration.
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