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Combinatorial Testing
Rating: 4.5 out of 5(306 ratings)
6,886 students

Combinatorial Testing

Software Testing, Automation Testing, Pairwise Testing, Unit Testing, Integration Testing, Performance Testing
Created byDr. Bryce
Last updated 10/2023
English
English [Auto],

What you'll learn

  • Students will understand the concept of combinatorial testing.
  • Students will understand combinatorial testing terminology.
  • Students will be able to generate combinatorial test suites.
  • Students will understand constraints and be able to generate combinatorial test suites with constraints.
  • Students will be familiar with applications of combinatorial testing.

Course content

4 sections9 lectures1h 1m total length
  • Introduction to Combinatorial Testing Concepts and Terminology18:37

    Explore the principles of combinatorial testing, including pairwise and higher-order coverage, covering arrays, and constraints, with practical examples and terminology to strengthen software testing.

  • Create a combinatorial test suite by hand to reinforce concepts.
  • Review of Solution to Assignment: Create a combinatorial test suite by hand2:53

    This video reviews the solution to Exercise 1.

  • Combinatorial Testing Concepts and Terminology
  • Summary of Combinatorial Testing Concepts4:48

    Master the fundamentals of combinatorial testing, including covering arrays and mixed-level covering arrays, two-way and three-way coverage, and how test cases and test suites ensure all tuples while respecting constraints.

Requirements

  • The course is applicable to software developers and testers.
  • The course is applicable to scientists and engineers who use combinatorial-based tests for experiments.
  • No programming experience is needed as we explain the concepts and point students to a tool that generates test cases.

Description

This course provides an overview of combinatorial testing concepts and provides hands-on experience for everyone from beginners to experts with a course outcome of confidently generating their own combinatorial test suites. Students will understand terminology, concepts, and applications of combinatorial testing. The course teaches students to use a freely available and award winning open source tool called ACTS - Advanced Combinatorial Testing Services so that they are able to generate their own combinatorial test suites for the courses exercises and outside applications.  (Students are also pointed to other free combinatorial testing tools, but we chose ACTS due to it being free, from a trusted source, and easy to use!) Videos with lecture slides and demos, quizzes, and exercises guide students through the highly hands-on learning experience.

This course benefits software developers, testers, scientists, engineers, and college students who want to advance their knowledge of testing systems. Consider that products released with inadequate testing can cause bodily harm, result in economic losses, and affect the quality of day-to-day life. Software defects cost our economy billions of dollars each year.  Software developers and testers often test for problems that they anticipate while unanticipated bugs slip through the cracks. Exhaustive testing is often impractical. Combinatorial testing is often a cost-effective technique to augment current testing practices. That is, it will not replace current software testing processes, but it is a relatively low cost testing solution that provides systematic coverage of parameters or components under test.

Who this course is for:

  • This course is intended for software engineers, software developers, software testers, and computer engineers.
  • The course is also applicable to combinatorial chemists, engineers, physicists, biologists, mathematicians, and engineers.