Jacobian transformation for finding area

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SUMMARY

The discussion focuses on using the Jacobian transformation to find the area bounded by curves represented by the equations $$|as+by+c|+|Ax+By+C|=d$$. The key formula derived is $$A=2d^2$$, which represents the area of a triangle defined by the intercepts of the lines. The Jacobian matrix is essential for relating the area of a parallelogram to that of a square in transformed coordinates, allowing for calculations in multiple dimensions. The discussion emphasizes the utility of the Jacobian in understanding transformations and area measurements in coordinate systems.

PREREQUISITES
  • Understanding of basic calculus concepts, specifically area under curves.
  • Familiarity with linear equations and their graphical representations.
  • Knowledge of matrix operations, particularly the Jacobian matrix.
  • Basic understanding of coordinate transformations in mathematics.
NEXT STEPS
  • Research the properties and applications of the Jacobian matrix in multivariable calculus.
  • Learn about the relationship between the Jacobian and area transformations in different coordinate systems.
  • Explore vector cross products and their application in calculating areas in two dimensions.
  • Study the derivation and implications of the formula $$A=2d^2$$ in the context of area calculations.
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Students and professionals in mathematics, particularly those studying calculus, geometry, and linear algebra, as well as anyone interested in advanced area calculations using transformations.

Titan97
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My maths teacher taught me a shortcut for finding area bounded by curves of the form: $$|as+by+c|+|Ax+By+C|=d$$

Shortcut:

Let required area be ##A_0## and new area after "transformation" be ##A##
Then, $$A_0\begin{vmatrix}
a& b\\
A& B\end{vmatrix}=A=2d^2$$

All I understood was the ##A=2d^2## part. Its the area of triangle of base=y-intercept and height=x-intercept where x_intercept is c/a and y-intercept is b/a.

I have not even heard the name "jacobian" and I don't know what transformation he was talking about. But the formula worked. I want to learn about Jacobian (the transformation and not the person). How did he get the shortcut? (I did not understand what's given in wikipedia and they have not specified this shortcut)
 
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Let ##f(x,y)\equiv ax+by+c## and ##F(x,y)\equiv Ax+By+C##. Consider the lines on the number plane that are the solutions of the equations ##f(x,y)=nd## for ##n## an integer, and the lines that are the solutions of ##F(x,y)=md## for ##m## an integer. The ##F## lines will all be parallel to one another and equidistant, and the same for the ##f## lines. The lines give a lattice for the number plane that can be used for an alternative coordinate system under which a point at the intersection of lines ##f(x,y)=nd## and ##F(x,y)=md## is given coordinates ##(n,m)##, and coordinates for points not on such lines are interpolated.

The area to be measured is that of the parallelogram whose vertices have alternative (n,m) coordinates (0,1), (1,0), (0,-1), (-1,0). In the original coordinates the area of such a shape (which would be a square) is 2 but because the f and F lines are probably not orthogonal, and are scaled differently, the shape will be a parallelogram. The Jacobian is a matrix that, amongst other things, represents the impact of a change in coordinates. It can be used to relate the area of a parallelogram to the area of a square in the coordinate system in which the parallelogram has 'square' coordinates.

If you search 'jacobian matrix measure area parallelogram' you'll find lots of good info about it.

In two dimensions this can be done more easily with vector cross products, but the Jacobian approach allows application to any number of dimensions.
 
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