YoVDO

Introduction to Graph Algorithms

Offered By: Indian Institute of Science Bangalore via Swayam

Tags

Computer Science Courses Prim's Algorithm Courses Kruskal's Algorithm Courses Graph Algorithms Courses Breadth-First Search Courses Depth-First Search Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
ABOUT THE COURSE: A Computer is basically an information processing system and this means it can be used for solving only abstract mathematical problems. That is why, solving a Real World Problem (RWP) by using a computer, begins with a formulation of the RWP as a Mathematical problem in an appropriate mathematical domain. For example, privacy and security problems are formulated as cryptographic problems in Number Theory, Elliptic Curves and Linear Algebra.Mathematical domains such as combinatorics, Geometry, Sets and Relations, Number Theory, Stringology and Graph Theory are among most frequently used domains to arrive at mathematical problems that are equivalent to the real-world problems.In this course we focus on basic graph algorithms. Problems arising in communication networks, social networks and transportation networks are naturally modelled as problems on graphs. Graph algorithms are among the extensively investigated and applied topics in computer science. INTENDED AUDIENCE: UG/PG StudentsPREREQUISITES: Discrete Mathematics, Graph Theory, Basics of Programming and Data StructuresINDUSTRY SUPPORT: Infosys, TCS, MSR

Syllabus

Week 1: Principles of algorithms

Week 2:Introduction to directed and undirected graphs

Week 3:DAGs and incremental algorithms

Week 4:DFS, BFS of directed and undirected graph

Week 5:Application of DFS – cut vertices/bridges of a graph

Week 6:MST
  • Incremental greedy template
  • Krushkals algorithms and partition ADT
  • PRIMS algorithm and Fibonacci Heaps
Week 7:SSSP

Week 8:APSP

Taught by

Prof. C. Pandu Rangan

Tags

Related Courses

Probabilistic Graphical Models 1: Representation
Stanford University via Coursera
Computer Security
Stanford University via Coursera
Intro to Computer Science
University of Virginia via Udacity
Introduction to Logic
Stanford University via Coursera
Internet History, Technology, and Security
University of Michigan via Coursera