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Network flows are part of information technology systems to keep it running smoothly. Resolving network flow issues and problems is part of linear programming problems in the sectors of transportation, logistics, manufacturing, etc.

You will be introduced to theories and concepts in network flows through this [course_title]. This course is designed to help you address network flow problems such as shortest path problem, maximum flow problem, minimum cost flow, and many more.

Assessment

This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.

Certification

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Course Credit: MIT

Course Curriculum

Module 01
Introduction to network models 01:00:00
Computational complexity and data structures 01:00:00
Graph search algorithms 00:45:00
Transformations and flow decomposition 00:45:00
Shortest paths: label setting algorithms 00:45:00
The radix heap algorithm 00:30:00
Shortest paths: label correcting algorithms 00:45:00
Algorithm analysis 00:45:00
Basic algorithms for the maximum flow problem 00:45:00
Combinatorial applications of maximum flows 00:45:00
Module 02
Preflow push algorithms 00:45:00
More on preflow push algorithms 00:45:00
Minimum cost flow: basic algorithms 01:00:00
Minimum cost flow: polynomial time algorithms 00:45:00
Applications of network flows; Linear programming review 00:45:00
The network simplex algorithm 01:00:00
Lagrangian relaxation 1 01:00:00
Lagrangian relaxation 2 01:15:00
Multicommodity flows 1 00:45:00
Multicommodity flows 2 00:45:00
Assessment
Submit Your Assignment 00:00:00
Certification 00:00:00

Course Reviews

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