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Dot products, Pythagoras' theorem, and generalizations | Wild Linear Algebra A | NJ Wildberger
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Here we begin to study metrical geometry from the framework of linear algbra, but we do so in a novel, completely algebraic way. The starting point is the dot product, motivated by Pythagoras' theorem but logically independent of any prior understanding of Euclidean geometry.
The main properties of the dot product are that it is bilinear and symmetric. From the dot product we define perpendicularity of vectors, and the quadrance of vectors, which replaces the `length' and is a purely algebraic quantity--so much more general, accurate and allowing us to work over the rational numbers as usual.
Pythagoras' theorem then gets a completely algebraic proof, which is quite fundamental. This topic should be a cornerstone of all undergraduate linear algebra courses (and of course in the future it will be!)
Finally we introduce the idea of more general symmetric bilinear forms, associated to symmetric 2x2 matrices. These will allow us to extend much of this discussion, in particular to understanding the relativistic geometry introduced a century ago by Einstein and Minkowski.
Video Chapters
00:00 Introduction
3:30 The fundamental dot product of vectors
08:22 Symmetric property of the dot product
15:05 Pythagoras Theorem via Linear Algebra
24:17 Transpose
*************************
Here are the Insights into Mathematics Playlists:
Here are the Wild Egg Maths Playlists (some available only to Members!)
************************
The main properties of the dot product are that it is bilinear and symmetric. From the dot product we define perpendicularity of vectors, and the quadrance of vectors, which replaces the `length' and is a purely algebraic quantity--so much more general, accurate and allowing us to work over the rational numbers as usual.
Pythagoras' theorem then gets a completely algebraic proof, which is quite fundamental. This topic should be a cornerstone of all undergraduate linear algebra courses (and of course in the future it will be!)
Finally we introduce the idea of more general symmetric bilinear forms, associated to symmetric 2x2 matrices. These will allow us to extend much of this discussion, in particular to understanding the relativistic geometry introduced a century ago by Einstein and Minkowski.
Video Chapters
00:00 Introduction
3:30 The fundamental dot product of vectors
08:22 Symmetric property of the dot product
15:05 Pythagoras Theorem via Linear Algebra
24:17 Transpose
*************************
Here are the Insights into Mathematics Playlists:
Here are the Wild Egg Maths Playlists (some available only to Members!)
************************
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