Give a good explanation of determinants?

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SUMMARY

This discussion focuses on the concept of determinants in mathematics, emphasizing their significance in understanding the volume of geometric shapes defined by vectors. Participants highlight the importance of grasping formal properties such as multilinearity and suggest resources like 'Analysis on Manifolds' by Munkres for deeper insights. The determinant of an NxN matrix is defined as the oriented volume of the N-parallelepiped formed by its column or row vectors, with a practical example provided for a 2D case.

PREREQUISITES
  • Understanding of linear algebra concepts, particularly matrices and vectors.
  • Familiarity with geometric interpretations of mathematical concepts.
  • Basic knowledge of multilinearity in mathematical functions.
  • Access to mathematical texts such as 'Analysis on Manifolds' by Munkres.
NEXT STEPS
  • Research the geometric interpretation of determinants in higher dimensions.
  • Study multilinearity and its applications in linear transformations.
  • Explore the properties of determinants in relation to matrix operations.
  • Learn about the applications of determinants in fields such as physics and engineering.
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Students and professionals in mathematics, physics, and engineering who seek a deeper understanding of determinants and their applications in various mathematical contexts.

nobahar
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I don't think this goes under H/W questions, as it's not a specific question needing solving, or a proof, etc.
Getting back to the point, anyone know any good websites or sources that give a good explanation of determinants? I mean what they do, why they do it, not just how to do it. I googled and got pretty boring stuff that tended to be either simply how to do them or just...well... lacking excitment.
Thanks!
 
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Try to understand the formal properties (multilinearity) in terms of the interpretation as the volume of the parallelogram/parallelepiped (see the http://en.wikipedia.org/wiki/Determinant" ).
Determinants may not be the most exciting thing you will ever learn, but absolutely essential in almost all fields of math and applications of math.
 
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If you want to know why the determinant does what it does, pick up 'Analysis on Manifolds' by Munkres.
 


Cheers guys
I know what you mean by not the most exciting thing! Blimey, but I kind of get what you mean by important. I came across determinants reading about vectors.
Thanks again.
 


The determinant of an NxN matrix is equal to the oriented volume of the N-parallelepiped defined by the N column vectors (or alternatively, the N row vectors) of that matrix.

So for example, if you have a parallelogram defined by two vectors in the plane, (1,2) and (-1,3), then the area of this parallelogram is given by

A = \left| \begin{array}{rr}1 & -1 \\ 2 & 3 \end{array} \right| = (1)(3) - (-1)(2) = 5

which you can check geometrically, if you like.
 

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