Technical Articles
This is a collection of technical articles written by members of our community and are very relevant to what we do. We use these notes for teaching, training, and internal development, and we believe that other scientists, and aspiring thereof, might find these materials very useful as well.
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Math Optimization
An overview of mathematical optimization, including a discussion about its applications and potential challenges for beginners.
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The Simplex Algorithm
A derivation of the main iteration of the simplex algorithm. Familiarity with linear algebra is required to understand this article.
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Convex Vs. Non-convex Optimization
A discussion about convex and non-convex optimization. Topics covered include linear and conic programming and duality gap.
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Initialization of the Simplex Algorithm
A discussion (with an example) of the initialization of the Simplex Algorithm, the so-called Phase I Simplex.