Serge Aurubin

SERGE AURUBIN

DATA SCIENTIST

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Optimization with Linear Programming (and the Simplex Algorithm), Main Ideas!!!

StatQuest with Josh Starmer

July 6, 2026   1

If you've ever wondered how airplane schedules are optimized, warehouses are optimized or how crops are optimized, then you've wondered about Linear Programming. This StatQuest introduces you to the main ideas of how Linear Programming can be used to optimize problems, and, specifically, we'll learn about the Simplex Algorithm. BAM!

NOTE: This StatQuest is brought to you by Gurobi, the solver trusted by experts. To learn more see: https://www.gurobi.com/?utm_source=youtube&utm_medium=social&utm_content=statquest-video

Also, Gurobi is free for academics: https://www.gurobi.com/academics?utm_source=youtube&utm_medium=social&utm_content=statquest-video

If you want to check out the original version of the second (fancier) example, here's the link to Daniel D. Suthers's webpage for a course at the University of Hawai'i at Manoa: https://www2.hawaii.edu/~suthers/courses/ics311f20/Notes/Topic-21.html

If you'd like to support StatQuest, please consider...
Patreon: https://www.patreon.com/statquest
...or...
YouTube Membership: https://www.youtube.com/channel/UCtYLUTtgS3k1Fg4y5tAhLbw/join

...buying a book, a study guide, a t-shirt or hoodie, or a song from the StatQuest store......

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