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Gilbert Strang: Linear Algebra vs Calculus

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In this discussion regarding the pedagogical order of mathematics, Gilbert Strang reflects on the intuitive difficulty students face when visualizing planes in multi-dimensional spaces compared to concepts from calculus. He acknowledges that while mathematically sound, imagining these higher dimensions is not immediately intuitive for learners. Strang notes a historical irony where calculus preceded linear algebra by centuries, with Newton and Leibniz being credited as the great minds who grasped its key ideas early on. Despite this chronological precedence, he argues that linear algebra should conceptually come first because it deals exclusively with flat surfaces, whereas calculus introduces complications arising from curves and bending geometries. Strang emphasizes that the fundamental distinction lies in the nature of the objects studied: linear algebra is defined by everything being "flat," while calculus inherently involves curvature. He suggests that if mathematics were taught starting with these simpler, non-bending principles, it would make logical sense for students to encounter them before tackling curved surfaces. However, he admits that this ideal order has not been followed historically or in standard curricula; instead, high school and college freshmen typically begin with calculus as their first major math course. Strang expresses a desire to move past the basics of calculus quickly so students can engage with what he considers the "good stuff," which includes the broader applications found in linear algebra. The conversation highlights how human perception struggles when moving beyond two dimensions, making higher-dimensional spaces feel scary and dangerous despite their underlying simplicity if they remain flat. Strang points out that while calculus often restricts initial study to one or eventually two dimensions before introducing multivariate concepts, linear algebra effortlessly extends into ten or more dimensions without issue. This capability stems directly from the fact that in a purely linear world where nothing bends, there is no room for error or confusion regarding curvature. Consequently, Strang maintains that while it is acceptable for calculus not to come first historically, pedagogically speaking, starting with flat spaces would provide a safer and clearer foundation for understanding more complex mathematical structures later on.
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so planes in these multi-dimensional spaces how how difficult of an idea is that to to come to do you think if you if you look back in time yeah I think mathematically it makes sense but I don't know if it's intuitive for us to imagine just what we're talking about feels like calculus is easier to aisi into it well calculator I have to admit calculus came earlier earlier than linear algebra so Newton and Leibniz were the great men to understand the key ideas of calculus but linear algebra to me is like okay it's the starting point cuz it's all about flat things calculus has got all the complications of calculus come from the curves the bending this is a curved surfaces linear algebra the surfaces are all flat nothing bends in linear algebra so it should have come first but it didn't and calculus also comes first in in high school classes in in college class it'll be freshman math I'll be calculus and then I say enough of it like okay get to get to the good stuff and that you think linear algebra should come first well it really yeah I'm okay with it not coming first but it should yeah it should it's simpler because everything is flat yeah everything's flat of course for that reason your calculus sort of sticks to one dimension or so or eventually you do multivariate but that basically means two dimensions linear algebra you take off into ten dimensions no problem it just feels scary and dangerous to go beyond two dimensions well that's all if everything is flat you can't go wrong you