Real-Life Applications of Graph Data Structure
Graph Data Structure has numerous real-life applications across various fields. Some of them are listed below:
- Graph Data Structure is used to represent social networks, such as networks of friends on social media.
- It can be used to represent the topology of computer networks, such as the connections between routers and switches.
- It can used to represent the connections between different places in a transportation network, such as roads and airports.
- Neural Networks: Vertices represent neurons and edges represent the synapses between them. Neural networks are used to understand how our brain works and how connections change when we learn. The human brain has about 10^11 neurons and close to 10^15 synapses.
- Compilers: Graph Data Structure is used extensively in compilers. They can be used for type inference, for so-called data flow analysis, register allocation, and many other purposes. They are also used in specialized compilers, such as query optimization in database languages.
- Robot planning: Vertices represent states the robot can be in and the edges the possible transitions between the states. Such graph plans are used, for example, in planning paths for autonomous vehicles.
Introduction to Graph Data Structure
Graph Data Structure is a non-linear data structure consisting of vertices and edges. It is useful in fields such as social network analysis, recommendation systems, and computer networks. In the field of sports data science, graph data structure can be used to analyze and understand the dynamics of team performance and player interactions on the field.
Table of Content
- What is Graph Data Structure?
- Components of Graph Data Structure
- Types Of Graph Data Structure
- Representation of Graph Data Structure
- Adjacency Matrix Representation of Graph Data Structure
- Adjacency List Representation of Graph
- Basic Operations on Graph Data Structure
- Difference between Tree and Graph
- Real-Life Applications of Graph Data Structure
- Advantages of Graph Data Structure
- Disadvantages of Graph Data Structure
- Frequently Asked Questions(FAQs) on Graph Data Structure
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