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Industrial Engineering - Operations Research

person icon J Aatish Rao

4.3

Industrial Engineering - Operations Research

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

updated on icon Updated on Feb, 2025

language icon Language - English

person icon J Aatish Rao

English [CC]

category icon Teaching and Academics ,Other Teaching & Academics,Research Methods

Lectures -40

Resources -5

Duration -2 hours

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4.3

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Course Description

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.

Goals

  • 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)

Prerequisites

  • No experience is needed. Just a sound background of mathematics.
  • The most important trait - A kin & curious mind.
Industrial Engineering - Operations Research

Curriculum

Check out the detailed breakdown of what’s inside the course

Introduction

2 Lectures
  • play icon Why study Operations Research 03:27 03:27
  • play icon Scope of the course 02:26 02:26

LPP - Linear Programming Problems

10 Lectures
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Transportation Problems

5 Lectures
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Assignment Problems

4 Lectures
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Sequencing

5 Lectures
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Queuing Theory

5 Lectures
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PERT & CPM - Network Analysis

9 Lectures
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Instructor Details

J Aatish Rao

J Aatish Rao

Mechanical Engineer, Educator, & Industry Consultant

J. Aatish Rao | Mechanical Engineer, Educator, & Industry Consultant

AutoDesk Certified Professional | Fusion 360 Certified User | ClearFit Certified Team Leader

Why Learn with Me?

With over a decade of hands-on industry experience, I specialize in empowering students and professionals in mechanical engineering and advanced design. As an experienced consultant and certified instructor, I am passionate about transforming complex concepts into practical, real-world applications to help you succeed.

10+ Years of Industry Expertise: I bring practical knowledge from years of solving real-world challenges in mechanical engineering, design, and consulting.

Globally Certified Trainer: As an AutoDesk Certified Professional and Fusion 360 Certified User, I provide expert instruction tailored to your learning needs, blending certified techniques with a deep understanding of the industry.

Dynamic & Engaging Teaching: My highly interactive workshops and courses foster a team-spirited, hands-on environment that motivates and inspires the next generation of engineers.

Certifications & Leadership

AutoDesk Certified Professional & Fusion 360 Certified User: Master-level skills in cutting-edge design software.

ClearFit Certified Team Leader: Expertise in team leadership and collaboration.

Industrial Consultant: Proven success in providing innovative solutions to engineering challenges.

Beyond Engineering

When I’m not mentoring future engineers, I’m gazing at the stars. As a passionate stargazer and lifelong learner, I channel my curiosity about the cosmos into everything I do, bringing a sense of wonder and exploration to my teaching.

Join Me on Tutorial Point

Unlock your potential in mechanical engineering and beyond. Whether you're a student, a professional, or a lifelong learner, my courses are designed to provide you with the knowledge, skills, and confidence to succeed in the ever-evolving world of engineering. Let’s embark on this transformative journey together!

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