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Explain how to compute the Jacobian of the transformation \(T: x=g(u, v), y=h(u, v)\)

Short Answer

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Answer: The Jacobian matrix represents how the transformation T influences the area of a shape when transforming it from the (u,v) space to the (x,y) space. To compute the Jacobian matrix, first, calculate the partial derivatives of the component functions with respect to u and v. Then, arrange these derivatives into a 2x2 matrix. The determinant of the Jacobian matrix, called the Jacobian determinant, represents the scaling factor of the area when passing through the transformation and indicates if the local orientation is preserved or reversed.

Step by step solution

01

Find the partial derivatives of g(u,v) and h(u,v) with respect to u and v

First, we need to compute the following partial derivatives: 1. \(\frac{\partial x}{\partial u}\): the partial derivative of \(x=g(u, v)\) with respect to \(u\). 2. \(\frac{\partial x}{\partial v}\): the partial derivative of \(x=g(u, v)\) with respect to \(v\). 3. \(\frac{\partial y}{\partial u}\): the partial derivative of \(y=h(u, v)\) with respect to \(u\). 4. \(\frac{\partial y}{\remaining.paths.folder_id.remaining.executions_count.v}\): the partial derivative of \(y=h(u, v)\) with respect to \(v\).
02

Create the Jacobian matrix

Once all the partial derivatives in step 1 are calculated, we can write down the Jacobian matrix of the transformation \(T\). The Jacobian matrix is given by the following 2x2 matrix: $$ \begin{bmatrix} \frac{\partial x}{\partial u} & \frac{\partial x}{\remaining.paths.folder_id.remaining.executions_count.v}\\ \frac{\partial y}{\partial u} & \frac{\partial y}{\remaining.paths.folder_id.remaining.executions_count.v} \end{bmatrix} $$
03

Interpret the result

The Jacobian matrix obtained above shows us how the transformation \(T\) influences the area of a shape when transforming it from the (u,v) space to the (x,y) space. The determinant of the Jacobian matrix, called the Jacobian determinant, represents the scaling factor of the area when passing through the transformation. The determinant can be computed as follows: $$ \text{Jacobian determinant} = \frac{\partial x}{\partial u} \frac{\partial y}{\remaining.paths.folder_id.remaining.executions_count.v} - \frac{\partial x}{\remaining.paths.folder_id.remaining.executions_count.v} \frac{\partial y}{\partial u} $$ If the Jacobian determinant is positive, it means that the local orientation is preserved. If the Jacobian determinant is negative, it means that the local orientation is reversed. The absolute value of the Jacobian determinant indicates the scaling factor.

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Most popular questions from this chapter

Explain why or why not Determine whether the following statements are true and give an explanation or counterexample. a. If the transformation \(T: x=g(u, v), y=h(u, v)\) is linear in \(u\) and \(v,\) then the Jacobian is a constant. b. The transformation \(x=a u+b v, y=c u+d v\) generally maps triangular regions to triangular regions. c. The transformation \(x=2 v, y=-2 u\) maps circles to circles.

An important integral in statistics associated with the normal distribution is \(I=\int_{-\infty}^{\infty} e^{-x^{2}} d x .\) It is evaluated in the following steps. a. Assume that $$\begin{aligned} I^{2} &=\left(\int_{-\infty}^{\infty} e^{-x^{2}} d x\right)\left(\int_{-\infty}^{\infty} e^{-y^{2}} d y\right) \\ &=\int_{-\infty}^{\infty} \int_{-\infty}^{\infty} e^{-x^{2}-y^{2}} d x d y \end{aligned}$$ where we have chosen the variables of integration to be \(x\) and \(y\) and then written the product as an iterated integral. Evaluate this integral in polar coordinates and show that \(I=\sqrt{\pi} .\) Why is the solution \(I=-\sqrt{\pi}\) rejected? b. Evaluate \(\int_{0}^{\infty} e^{-x^{2}} d x, \int_{0}^{\infty} x e^{-x^{2}} d x,\) and \(\int_{0}^{\infty} x^{2} e^{-x^{2}} d x\) (using part (a) if needed).

Miscellaneous volumes Choose the best coordinate system for finding the volume of the following solids. Surfaces are specified using the coordinates that give the simplest description, but the simplest integration may be with respect to different variables. Volume of a drilled hemisphere Find the volume of material remaining in a hemisphere of radius 2 after a cylindrical hole of radius 1 is drilled through the center of the hemisphere perpendicular to its base.

Use spherical coordinates to find the volume of the following solids. The solid inside the cone \(z=\left(x^{2}+y^{2}\right)^{1 / 2}\) that lies between the planes \(z=1\) and \(z=2\)

Miscellaneous volumes Choose the best coordinate system for finding the volume of the following solids. Surfaces are specified using the coordinates that give the simplest description, but the simplest integration may be with respect to different variables. The wedge cut from the cardioid cylinder \(r=1+\cos \theta\) by the planes \(z=2-x\) and \(z=x-2\)

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