Line Balancing With MILP Optimization In RStudio

Offered By
In this Guided Project, you will:

Formulate Optmisation Problem & Determine Objective Function

Apply Constraints F& Solve Mixed Integer Linear Programming Model

Obtain & Analyse Optimized & Balanced Line

2 hours
Beginner
No download needed
Split-screen video
English
Desktop only

By the end of this project, you will learn to use R lpSolveAPI. You will learn to: # Formulate Line Balancing Problem & Determine Objective Function # Apply Constraints On Tasks Assignment To Stations # Apply The Sum Of Durations Constraints On Tasks # Apply Task Precedence Relationship Constraints # Run Optimiser, Obtain & Analyse Solution

Skills you will develop

  • Mathematical Optimization

  • Line Balancing

  • R Programming

  • Data Analysis

  • Rstudio

Learn step-by-step

In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:

  1. Formulate Line Balancing Problem & Determine Objective Function

  2. Apply Constraints On Tasks Assignment To Stations

  3. Apply The Sum Of Durations Constraints On Tasks

  4. Apply Task Precedence Relationship Constraints

  5. Run Optimiser, Obtain & Analyse Solution

How Guided Projects work

Your workspace is a cloud desktop right in your browser, no download required

In a split-screen video, your instructor guides you step-by-step

Frequently Asked Questions

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At the top of the page, you can press on the experience level for this Guided Project to view any knowledge prerequisites. For every level of Guided Project, your instructor will walk you through step-by-step.

Yes, everything you need to complete your Guided Project will be available in a cloud desktop that is available in your browser.

You'll learn by doing through completing tasks in a split-screen environment directly in your browser. On the left side of the screen, you'll complete the task in your workspace. On the right side of the screen, you'll watch an instructor walk you through the project, step-by-step.