Design & Analysis of Algorithms - Vol 2 | 5. Kruskal's Algorithm by Abraham | Learn Smarter
Students

Academic Programs

AI-powered learning for grades 8-12, aligned with major curricula

Professional

Professional Courses

Industry-relevant training in Business, Technology, and Design

Games

Interactive Games

Fun games to boost memory, math, typing, and English skills

5. Kruskal's Algorithm

5. Kruskal's Algorithm

Kruskal's algorithm is an approach for finding a minimum cost spanning tree in a weighted undirected graph by adding edges in ascending order of weight while ensuring no cycles are formed. The algorithm leverages a sorting mechanism and a union-find data structure to efficiently manage the merging of components representing tree structures. By applying a minimum separator lemma, Kruskal's algorithm guarantees an optimal solution through its method of edge selection and component merging.

15 sections

Enroll to start learning

You've not yet enrolled in this course. Please enroll for free to listen to audio lessons, classroom podcasts and take practice test.

Sections

Navigate through the learning materials and practice exercises.

  1. 5.1
    Design And Analysis Of Algorithms

    This section covers Kruskal's algorithm for finding the minimum cost...

  2. 5.1.1
    Kruskal's Algorithm

    Kruskal's Algorithm is a greedy algorithm used to find the minimum cost...

  3. 5.2
    Kruskal's Algorithm Process

    Kruskal's algorithm efficiently finds the minimum spanning tree in a...

  4. 5.2.1
    High Level View Of The Algorithm

    Kruskal's algorithm offers a strategic approach for finding a minimum cost...

  5. 5.2.2
    Example Of Kruskal's Algorithm

    This section provides an overview of Kruskal's Algorithm for finding the...

  6. 5.2.3
    Greedy Algorithm Comparison

    This section discusses Kruskal's algorithm for finding a minimum cost...

  7. 5.2.4
    Minimum Separator Lemma

    Kruskal's algorithm is explored as an approach for finding a minimum cost...

  8. 5.3
    Tracking Edge Addition

    Kruskal's algorithm constructs a minimum cost spanning tree by adding edges...

  9. 5.3.1
    Checking For Cycles

    Kruskal's algorithm finds a minimum cost spanning tree by adding edges in...

  10. 5.4
    Detailed Explanation Of Kruskal's Algorithm

    Kruskal's Algorithm is an efficient method for finding the minimum spanning...

  11. 5.4.1
    Initialization

    This section introduces Kruskal's algorithm for finding a minimum cost...

  12. 5.4.2
    Outer Loop And Edge Addition

    This section introduces Kruskal's algorithm for finding a minimum cost...

  13. 5.5
    Complexity Analysis

    The section discusses Kruskal's algorithm for finding the minimum cost...

  14. 5.5.1
    Time Complexity Overview

    This section provides an overview of Kruskal's algorithm for finding a...

  15. 5.5.2
    Union-Find Operations

    This section covers the Union-Find operations associated with Kruskal's...

Additional Learning Materials

Supplementary resources to enhance your learning experience.