Industrial Engineering - Operations Research

Linear programming problems,Transportation & Assignment problems,Sequencing,Queuing theory,CPM & PERT analysis.

3.90 (41 reviews)
Udemy
platform
English
language
Engineering
category
instructor
Industrial Engineering - Operations Research
154
students
2.5 hours
content
Mar 2022
last update
$64.99
regular price

What you will learn

Linear Programming Problem LPP - Graphical method, Slope method, Simplex method

Transportation Problem - North-West Corner rule or DENTZY's method, Vogel's approximation method (VAM)

Assignment Problem - Hungarian method or Flood technique

Sequencing - Shortest Processing Time (SPT) Rule, Earliest Due Date (EDD), n jobs in 2 machines

Queuing Theory - Mathematical study of queues, Kendall Notation

Network Analysis - Critical Path Method (CPM), Program Evaluation Review Technique (PERT)

Why take this course?

Being one of the most most prominent subject in mechanical/manufacturing/industrial engineering curriculum, This subject has very much weightage in every aspect. Be it for academic proficiency, acing competitive exams or cracking that tough interview, OR (Operations Research) plays a very significant role.

In professional front, The field of operations research provides a more powerful approach to decision making than ordinary software and data analytics tools. Employing operations research, professionals can help companies achieve more complete datasets, consider all available options, predict all possible outcomes and estimate risk. . Additionally, operations research can be tailored to specific business processes or use cases to determine which techniques are most appropriate to solve the problem.


----- The ultimate aim of all the tools & practices involved in OR is to "Optimize" ------


In this course we are going to get the knowledge of various tools & practices of operations research with an ultimate aim to optimize problems & increase productivity. The course is divided into several sections, Linear Programming Problems, Transportation problems, Assignment problems, Sequencing, queuing theory & lastly PERT & CPM:


Linear Programming Problems (LPP) - In LPP, we will understand how to optimize a problem by using various methods like graphical method, slope method & simplex method. We will also understand about binding constraints & certain special cases.

Transportation & Assignment problems - In transportation, we will understand about popular methods like N-W corner rule & Vogel’s approximation method to optimize a transportation related problem. Whereas for assignment problems, we will look into Hungarian method.

Sequencing - In sequencing we will learn about n jobs in 1 machine via – Shortest Processing Time rule or SPT & Earliest due date rule or EDD. And n jobs in 2 machines.

Queuing theory - In queuing theory, we will get to know about the mathematical study of queues, Kendall notation, various queuing terminologies like arrival rate, service rate, calling population & many more.

Network analysis - We will do network analysis via PERT & CPM which comes very handy for project planning & execution.


The bottom-line of this course is to teach you the academic aspects of operations research keeping in mind the practical application to a greater extent. By taking this course, you are not only increasing your knowledge in academic front but also gaining insights about optimization at industry level.

Screenshots

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Reviews

Ray
May 18, 2023
With my mechanical engineering background I was eager to learn more about LPP. This course really delivers. Thank you!
Darshan
May 13, 2022
Its a great course. I took this to brush up before I went to my masters. So, I took lot of time to learn more deeper about things which are just briefed here. Go for it.
Yuet
February 15, 2022
The course is a very basic introduction of the subject. Speaker has a heavy accent which is hard to follow. The illustrations are good. Overall, it passes the ideas to students.
Praksah
September 19, 2021
I've not seen such a good explanation of transportation & assignment problems anywhere. Really good numerical practice as well
Prayag
August 20, 2021
This was marvelous. Some lectures like simplex method are needed to be re-watch to understand clearly but that's understandable. You have not only taught optimization but also optimized the course time !! Superb !!

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4089862
udemy ID
5/31/2021
course created date
10/2/2021
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