How Does Cramer's Rule Relate to Geometry?

  • Context: Undergrad 
  • Thread starter Thread starter member 428835
  • Start date Start date
  • Tags Tags
    Cramer's rule Geometry
Click For Summary
SUMMARY

Cramer's Rule can be understood geometrically as a method for determining the ratios of areas formed by vectors in a coordinate system. The discussion highlights a specific point regarding the expression $$x=\frac{ON}{OQ}$$, clarifying that this ratio is necessary to account for the new units defined by the lengths of the unit vectors in the transformed coordinate system. The vectors ##(a,c)## and ##(b,d)## are paired based on their geometric relationships, rather than arbitrary combinations. For a deeper understanding, "Geometric Algebra for Computer Science" by Dorst et al. is recommended, particularly Section 2.7.1.

PREREQUISITES
  • Understanding of Cramer's Rule in linear algebra
  • Familiarity with coordinate transformations
  • Knowledge of unit vectors and their significance in geometry
  • Basic concepts of geometric algebra and bivectors
NEXT STEPS
  • Read "Geometric Algebra for Computer Science" by Dorst et al., focusing on Chapter 2
  • Explore the geometric interpretation of linear transformations
  • Study the properties and applications of bivectors in geometry
  • Investigate the relationship between determinants and area ratios in linear algebra
USEFUL FOR

Students and educators in mathematics, particularly those studying linear algebra and geometry, as well as professionals interested in geometric interpretations of algebraic concepts.

member 428835
hey pf!

so my question is how cramer's rule makes sense from a geometric perspective. I'm reading the following article:

http://www.maa.org/sites/default/files/268994245608.pdf

and i am good with the logic of the entire article except one point: when they say $$x=\frac{ON}{OQ}$$ can someone please take a quick second and explain to me why this is the case? i thought from the coordinate transformation we would simply have $$x=ON$$

let me know what you think! i'd really appreciate it!

also, i do hate directing you all to another link but it is too much to put on this post, although it is pretty simple stuff.
 
Physics news on Phys.org
He is using slightly confusing terminology when he refers to "unit (basis) vectors," which he elaborates on in the Note on p. 36. The vectors ##(a,c)## and ##(b,d)## are being called unit vectors because their lengths define the units in the new coordinate system relative to the old one. Their lengths are not assumed to be equal to 1 in the old coordinate system. So when we compute ##x##, we want to do it in the new units, which leads to ##x = ON/OQ##. In the old units, it is indeed given by ##ON##.
 
  • Like
Likes   Reactions: 1 person
sorry to bring this up again, but rethinking this paper, how is it we allowed the points (a,c) and (b,d) to be paired. in other words, why not (a,b) and (c,d)?

sorry it has been so long, but i am very curious here.

thanks!
 
This doesn't relate directly to the paper you're reading. But if you want a good explanation of the geometrical meaning of Cramer's Rule, check out "Geometric Algebra for Computer Science," by Dorst et al.

Section 2.7.1 explains it rather nicely. If you're not already familiar with bivectors and the outer product, the rest of Chapter 2 gives a good intro.

The basic idea is that the coefficients are just a ratio of areas in the plane.
 
  • Like
Likes   Reactions: 1 person

Similar threads

  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 9 ·
Replies
9
Views
3K
Replies
1
Views
2K
  • · Replies 12 ·
Replies
12
Views
2K
Replies
15
Views
2K
  • · Replies 17 ·
Replies
17
Views
3K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 40 ·
2
Replies
40
Views
5K
  • · Replies 5 ·
Replies
5
Views
2K
  • Sticky
  • · Replies 16 ·
Replies
16
Views
12K