Jacobian Determinants - Multivariable Calculus

  1. Let T1T_1 be the transformation from the uvuv-plane to the xyxy-plane defined by x=u2x=u^2 and y=vy=v. Let T2T_2 be a transformation from the xyxy-plane to the stst-plane with Jacobian determinant ∂(s,t)∂(x,y)=3x\frac{\partial(s,t)}{\partial(x,y)} = 3x. What is the Jacobian determinant of the composite transformation T=T2∘T1T = T_2 \circ T_1, which maps from the uvuv-plane to the stst-plane?
    Answer: 6u36u^3 The Jacobian of a composite transformation is the product of the Jacobians of the individual transformations, evaluated at the appropriate points. The chain rule for Jacobians states: ∂(s,t)∂(u,v)=∂(s,t)∂(x,y)⋅∂(x,y)∂(u,v).\frac{\partial(s,t)}{\partial(u,v)} = \frac{\partial(s,t)}{\partial(x,y)} \cdot \frac{\partial(x,y)}{\partial(u,v)}. First, we compute the Jacobian of T1T_1: J1=∂(x,y)∂(u,v)=det⁡(∂x∂u∂x∂v∂y∂u∂y∂v)=det⁡(2u001)=2u.J_1 = \frac{\partial(x,y)}{\partial(u,v)} = \det \begin{pmatrix} \frac{\partial x}{\partial u} & \frac{\partial x}{\partial v} \\ \frac{\partial y}{\partial u} & \frac{\partial y}{\partial v} \end{pmatrix} = \det \begin{pmatrix} 2u & 0 \\ 0 & 1 \end{pmatrix} = 2u. We are given the Jacobian of T2T_2 as J2=∂(s,t)∂(x,y)=3xJ_2 = \frac{\partial(s,t)}{\partial(x,y)} = 3x. To find the composite Jacobian in terms of uu and vv, we must substitute for xx: J2=3(u2)=3u2J_2 = 3(u^2) = 3u^2. The Jacobian of the composite transformation is JT=J2(x(u,v),y(u,v))⋅J1(u,v)=(3x)⋅(2u)J_T = J_2(x(u,v), y(u,v)) \cdot J_1(u,v) = (3x) \cdot (2u). Substituting x=u2x=u^2, we get JT=(3u2)(2u)=6u3J_T = (3u^2)(2u) = 6u^3.
  2. Consider the transformation from the uvuv-plane to the xyxy-plane given by x=u2−v2x = u^2 - v^2 and y=2uvy = 2uv. Let SS be the square region in the uvuv-plane defined by 1≤u≤21 \le u \le 2 and 0≤v≤10 \le v \le 1. What is the area of the image of SS in the xyxy-plane?
    Answer: 323\frac{32}{3} When you encounter a transformation between coordinate systems, the local area scaling factor is found using the Jacobian determinant. This measures how much the transformation stretches or compresses area elements at each point. For the transformation x=eucos⁡vx = e^u \cos v and y=eusin⁡vy = e^u \sin v, you need to compute the Jacobian matrix. Taking partial derivatives: ∂x∂u=eucos⁡v\frac{\partial x}{\partial u} = e^u \cos v, ∂x∂v=−eusin⁡v\frac{\partial x}{\partial v} = -e^u \sin v ∂y∂u=eusin⁡v\frac{\partial y}{\partial u} = e^u \sin v, ∂y∂v=eucos⁡v\frac{\partial y}{\partial v} = e^u \cos v The Jacobian determinant is: J=∂x∂u⋅∂y∂v−∂x∂v⋅∂y∂uJ = \frac{\partial x}{\partial u} \cdot \frac{\partial y}{\partial v} - \frac{\partial x}{\partial v} \cdot \frac{\partial y}{\partial u} J=(eucos⁡v)(eucos⁡v)−(−eusin⁡v)(eusin⁡v)=e2u(cos⁡2v+sin⁡2v)=e2uJ = (e^u \cos v)(e^u \cos v) - (-e^u \sin v)(e^u \sin v) = e^{2u}(\cos^2 v + \sin^2 v) = e^{2u} At the point (u,v)=(ln⁡2,π/4)(u,v) = (\ln 2, \pi/4), we have J=e2ln⁡2=eln⁡4=4J = e^{2\ln 2} = e^{\ln 4} = 4, confirming answer D. Answer A (0) would mean the transformation is degenerate, which isn't true here. Answer B (2) might come from incorrectly calculating eln⁡2=2e^{\ln 2} = 2 instead of e2ln⁡2e^{2\ln 2}. Answer C (222\sqrt{2}) could result from mistakenly involving the specific vv-coordinate π/4\pi/4 in the final calculation, when it actually cancels out in the Jacobian. Remember: for area scaling factors, always compute the absolute value of the Jacobian determinant. The specific point matters only for evaluating the final expression, not for the general form of the Jacobian.
  3. Consider the affine transformation T(u,v)=(3u−v+1,u+2v−2)T(u,v) = (3u - v + 1, u + 2v - 2). Let SS be a circular disk in the uvuv-plane with an area of 4π4\pi. What is the area of the image of SS under the transformation TT?
    Answer: 28π28\pi When you encounter area transformations in multivariable calculus, the key tool is the Jacobian determinant, which tells you how areas scale under the transformation. For the affine transformation T(u,v)=(3u−v+1,u+2v−2)T(u,v) = (3u - v + 1, u + 2v - 2), you need to find the Jacobian matrix by taking partial derivatives. If x=3u−v+1x = 3u - v + 1 and y=u+2v−2y = u + 2v - 2, then: J=(∂x∂u∂x∂v∂y∂u∂y∂v)=(3−112)J = \begin{pmatrix} \frac{\partial x}{\partial u} & \frac{\partial x}{\partial v} \\ \frac{\partial y}{\partial u} & \frac{\partial y}{\partial v} \end{pmatrix} = \begin{pmatrix} 3 & -1 \\ 1 & 2 \end{pmatrix} The determinant is det⁡(J)=(3)(2)−(−1)(1)=6+1=7\det(J) = (3)(2) - (-1)(1) = 6 + 1 = 7. Under any linear transformation, areas are multiplied by ∣det⁡(J)∣|\det(J)|. Since the original disk has area 4π4\pi, the transformed region has area 4π⋅∣7∣=28π4\pi \cdot |7| = 28\pi. Answer A (4π4\pi) assumes the transformation preserves area, ignoring the scaling effect. Answer B (20π20\pi) likely comes from miscalculating the determinant as 5 instead of 7. Answer C (4π/74\pi/7) incorrectly divides by the determinant rather than multiplying—a common error when students confuse forward and inverse transformations. The correct answer is D: 28π28\pi. Study tip: For area transformation problems, always compute the Jacobian determinant and multiply the original area by its absolute value. The constant terms in affine transformations don't affect the determinant—only the linear coefficients matter for scaling.
  4. The integral ∬R(x2+y2) dx dy\iint_R (x^2 + y^2) \, dx \, dy is transformed using x=u+vx = u+v and y=u−vy = u-v into the form ∬Sg(u,v) du dv\iint_S g(u,v) \, du \, dv. What is the function g(u,v)g(u,v)?
    Answer: 4(u2+v2)4(u^2+v^2) The function g(u,v)g(u,v) is the product of the transformed integrand and the absolute value of the Jacobian determinant. First, transform the integrand: x2+y2=(u+v)2+(u−v)2=(u2+2uv+v2)+(u2−2uv+v2)=2u2+2v2.x^2+y^2 = (u+v)^2 + (u-v)^2 = (u^2+2uv+v^2) + (u^2-2uv+v^2) = 2u^2+2v^2. Next, compute the Jacobian determinant ∂(x,y)∂(u,v)\frac{\partial(x,y)}{\partial(u,v)}: J(u,v)=det⁡(∂x∂u∂x∂v∂y∂u∂y∂v)=det⁡(111−1)=(1)(−1)−(1)(1)=−2.J(u,v) = \det \begin{pmatrix} \frac{\partial x}{\partial u} & \frac{\partial x}{\partial v} \\ \frac{\partial y}{\partial u} & \frac{\partial y}{\partial v} \end{pmatrix} = \det \begin{pmatrix} 1 & 1 \\ 1 & -1 \end{pmatrix} = (1)(-1) - (1)(1) = -2. The absolute value of the Jacobian is ∣−2∣=2|-2|=2. Finally, multiply the transformed integrand by the absolute value of the Jacobian: g(u,v)=(2u2+2v2)⋅∣J∣=(2u2+2v2)⋅2=4(u2+v2).g(u,v) = (2u^2+2v^2) \cdot |J| = (2u^2+2v^2) \cdot 2 = 4(u^2+v^2).
  5. To evaluate an integral over the region RR in the xyxy-plane bounded by the lines y=xy=x, y=x+2y=x+2, y=−x+1y=-x+1, and y=−x+3y=-x+3, a student proposes a change of variables u=y−xu=y-x and v=y+xv=y+x. What is the absolute value of the Jacobian determinant ∣∂(x,y)∂(u,v)∣|\frac{\partial(x,y)}{\partial(u,v)}| associated with this transformation?
    Answer: 12\frac{1}{2} When you encounter a change of variables problem in multivariable calculus, you need to find the Jacobian determinant to properly transform the integral. The Jacobian accounts for how area elements change under the transformation. Given the transformation u=y−xu = y - x and v=y+xv = y + x, you first need to solve for xx and yy in terms of uu and vv. Adding the equations: u+v=2yu + v = 2y, so y=u+v2y = \frac{u + v}{2}. Subtracting: v−u=2xv - u = 2x, so x=v−u2x = \frac{v - u}{2}. Now compute the Jacobian matrix ∂(x,y)∂(u,v)\frac{\partial(x,y)}{\partial(u,v)}: ∂x∂u=−12,∂x∂v=12\frac{\partial x}{\partial u} = -\frac{1}{2}, \quad \frac{\partial x}{\partial v} = \frac{1}{2} ∂y∂u=12,∂y∂v=12\frac{\partial y}{\partial u} = \frac{1}{2}, \quad \frac{\partial y}{\partial v} = \frac{1}{2} The Jacobian determinant is: ∣−12121212∣=(−12)(12)−(12)(12)=−14−14=−12\begin{vmatrix} -\frac{1}{2} & \frac{1}{2} \\ \frac{1}{2} & \frac{1}{2} \end{vmatrix} = (-\frac{1}{2})(\frac{1}{2}) - (\frac{1}{2})(\frac{1}{2}) = -\frac{1}{4} - \frac{1}{4} = -\frac{1}{2} Taking the absolute value gives 12\frac{1}{2}, which is answer D. Answer A (2) likely comes from confusing this with the inverse Jacobian ∣∂(u,v)∂(x,y)∣\left|\frac{\partial(u,v)}{\partial(x,y)}\right|. Answer B (-2) makes the same error while forgetting the absolute value. Answer C (-12\frac{1}{2}) is the correct determinant but without taking the absolute value. Remember: always take the absolute value of the Jacobian determinant when changing variables in integration, since area elements are always positive.
  6. Consider the transformation TT from the stst-plane to the xyxy-plane given by x=s2−t2x = s^2 - t^2 and y=2sty = 2st. This transformation fails to be one-to-one at certain points where the Jacobian determinant vanishes. At which of the following points does the transformation have a zero Jacobian?
    Answer: (s,t)=(0,0)(s,t) = (0,0) The Jacobian matrix is J=(∂x∂s∂x∂t∂y∂s∂y∂t)=(2s−2t2t2s)J = \begin{pmatrix} \frac{\partial x}{\partial s} & \frac{\partial x}{\partial t} \\ \frac{\partial y}{\partial s} & \frac{\partial y}{\partial t} \end{pmatrix} = \begin{pmatrix} 2s & -2t \\ 2t & 2s \end{pmatrix}. The determinant is det⁡(J)=(2s)(2s)−(−2t)(2t)=4s2+4t2=4(s2+t2)\det(J) = (2s)(2s) - (-2t)(2t) = 4s^2 + 4t^2 = 4(s^2 + t^2). For the Jacobian to be zero, we need s2+t2=0s^2 + t^2 = 0, which occurs only when s=0s = 0 and t=0t = 0. Let's check the given options: A) At (1,1)(1,1): det⁡(J)=4(1+1)=8≠0\det(J) = 4(1 + 1) = 8 \neq 0. B) At (0,1)(0,1): det⁡(J)=4(0+1)=4≠0\det(J) = 4(0 + 1) = 4 \neq 0. C) At (1,0)(1,0): det⁡(J)=4(1+0)=4≠0\det(J) = 4(1 + 0) = 4 \neq 0. D) At (0,0)(0,0): det⁡(J)=4(0+0)=0\det(J) = 4(0 + 0) = 0. Therefore, the transformation has a zero Jacobian only at the origin. Choices A, B, and C represent common points students might check, but none of them yield a zero determinant.
  7. For the transformation u=x+yu = x + y, v=xyv = xy, the region RR in the xyxy-plane bounded by y=xy = x, y=2xy = 2x, xy=1xy = 1, and xy=4xy = 4 is mapped to a rectangular region in the uvuv-plane. To convert the double integral ∬Rf(x,y) dx dy\iint_R f(x,y) \, dx \, dy to uvuv-coordinates, we need the Jacobian ∂(x,y)∂(u,v)\frac{\partial(x,y)}{\partial(u,v)}. If this Jacobian equals 1∣u+2v∣\frac{1}{|u + 2\sqrt{v}|}, what is the correct form of the transformed integral?
    Answer: ∬R′f(u+u2−4v2,u−u2−4v2)1∣u+2v∣ du dv\iint_{R'} f\left(\frac{u + \sqrt{u^2 - 4v}}{2}, \frac{u - \sqrt{u^2 - 4v}}{2}\right) \frac{1}{|u + 2\sqrt{v}|} \, du \, dv From the system u=x+yu = x + y and v=xyv = xy, we solve for xx and yy. Substituting y=u−xy = u - x into the second equation: v=x(u−x)=ux−x2v = x(u - x) = ux - x^2. Rearranging: x2−ux+v=0x^2 - ux + v = 0. By the quadratic formula: x=u±u2−4v2x = \frac{u \pm \sqrt{u^2 - 4v}}{2}. Since y=u−xy = u - x, we get y=u∓u2−4v2y = \frac{u \mp \sqrt{u^2 - 4v}}{2}. The question states that the Jacobian is ∂(x,y)∂(u,v)=1∣u+2v∣\frac{\partial(x,y)}{\partial(u,v)} = \frac{1}{|u + 2\sqrt{v}|}. When transforming integrals, we use: ∬Rf(x,y) dx dy=∬R′f(x(u,v),y(u,v))∣∂(x,y)∂(u,v)∣ du dv\iint_R f(x,y) \, dx \, dy = \iint_{R'} f(x(u,v), y(u,v)) \left|\frac{\partial(x,y)}{\partial(u,v)}\right| \, du \, dv. The correct form uses the given Jacobian magnitude 1∣u+2v∣\frac{1}{|u + 2\sqrt{v}|} with the appropriate expressions for xx and yy.
  8. Consider the coordinate transformation u=xyu = xy, v=yxv = \frac{y}{x} from the xyxy-plane to the uvuv-plane. What is the absolute value of the Jacobian determinant ∣∂(u,v)∂(x,y)∣\left|\frac{\partial(u,v)}{\partial(x,y)}\right| in terms of xx and yy?
    Answer: 2∣y∣∣x∣\frac{2|y|}{|x|} We compute the Jacobian matrix: J=(∂u∂x∂u∂y∂v∂x∂v∂y)=(yx−yx21x)J = \begin{pmatrix} \frac{\partial u}{\partial x} & \frac{\partial u}{\partial y} \\ \frac{\partial v}{\partial x} & \frac{\partial v}{\partial y} \end{pmatrix} = \begin{pmatrix} y & x \\ -\frac{y}{x^2} & \frac{1}{x} \end{pmatrix}. The determinant is det⁡(J)=y⋅1x−x⋅(−yx2)=yx+xyx2=yx+yx=2yx\det(J) = y \cdot \frac{1}{x} - x \cdot \left(-\frac{y}{x^2}\right) = \frac{y}{x} + \frac{xy}{x^2} = \frac{y}{x} + \frac{y}{x} = \frac{2y}{x}. Therefore, ∣∂(u,v)∂(x,y)∣=∣2yx∣=2∣y∣∣x∣\left|\frac{\partial(u,v)}{\partial(x,y)}\right| = \left|\frac{2y}{x}\right| = \frac{2|y|}{|x|}. Choice A gives 2yx\frac{2y}{x} without absolute value bars, which could be negative. Choice C is missing the factor of 2. Choice D gives y2x2\frac{y^2}{x^2}, which would result from incorrectly squaring terms in the determinant calculation.
  9. Consider the transformation from the uvuv-plane to the xyxy-plane given by x=eucos⁡vx = e^u \cos v and y=eusin⁡vy = e^u \sin v. What is the local area scaling factor of this transformation at the point (u,v)=(ln⁡2,π/4)(u,v) = (\ln 2, \pi/4)?
    Answer: 44 When you encounter a transformation between coordinate systems, the local area scaling factor is found using the Jacobian determinant. This measures how much the transformation stretches or compresses area elements at each point. For the transformation x=eucos⁡vx = e^u \cos v and y=eusin⁡vy = e^u \sin v, you need to compute the Jacobian matrix. Taking partial derivatives: ∂x∂u=eucos⁡v\frac{\partial x}{\partial u} = e^u \cos v, ∂x∂v=−eusin⁡v\frac{\partial x}{\partial v} = -e^u \sin v ∂y∂u=eusin⁡v\frac{\partial y}{\partial u} = e^u \sin v, ∂y∂v=eucos⁡v\frac{\partial y}{\partial v} = e^u \cos v The Jacobian determinant is: J=∂x∂u⋅∂y∂v−∂x∂v⋅∂y∂uJ = \frac{\partial x}{\partial u} \cdot \frac{\partial y}{\partial v} - \frac{\partial x}{\partial v} \cdot \frac{\partial y}{\partial u} J=(eucos⁡v)(eucos⁡v)−(−eusin⁡v)(eusin⁡v)=e2u(cos⁡2v+sin⁡2v)=e2uJ = (e^u \cos v)(e^u \cos v) - (-e^u \sin v)(e^u \sin v) = e^{2u}(\cos^2 v + \sin^2 v) = e^{2u} At the point (u,v)=(ln⁡2,π/4)(u,v) = (\ln 2, \pi/4), we have J=e2ln⁡2=eln⁡4=4J = e^{2\ln 2} = e^{\ln 4} = 4, confirming answer D. Answer A (0) would mean the transformation is degenerate, which isn't true here. Answer B (2) might come from incorrectly calculating eln⁡2=2e^{\ln 2} = 2 instead of e2ln⁡2e^{2\ln 2}. Answer C (222\sqrt{2}) could result from mistakenly involving the specific vv-coordinate π/4\pi/4 in the final calculation, when it actually cancels out in the Jacobian. Remember: for area scaling factors, always compute the absolute value of the Jacobian determinant. The specific point matters only for evaluating the final expression, not for the general form of the Jacobian.
  10. Consider the transformation T:(s,t)↦(x,y)T: (s,t) \mapsto (x,y) defined by x=s+tx = s + t, y=s−ty = s - t. If ∬Sf(x,y) dx dy=∬Rf(s+t,s−t)⋅∣J∣ ds dt\iint_S f(x,y) \, dx \, dy = \iint_R f(s+t, s-t) \cdot |J| \, ds \, dt, where JJ is the Jacobian determinant ∂(x,y)∂(s,t)\frac{\partial(x,y)}{\partial(s,t)}, what is the value of ∣J∣|J|?
    Answer: 22 The Jacobian matrix is J=(∂x∂s∂x∂t∂y∂s∂y∂t)=(111−1)J = \begin{pmatrix} \frac{\partial x}{\partial s} & \frac{\partial x}{\partial t} \\ \frac{\partial y}{\partial s} & \frac{\partial y}{\partial t} \end{pmatrix} = \begin{pmatrix} 1 & 1 \\ 1 & -1 \end{pmatrix}. The determinant is det⁡(J)=1⋅(−1)−1⋅1=−1−1=−2\det(J) = 1 \cdot (-1) - 1 \cdot 1 = -1 - 1 = -2. Therefore, ∣J∣=∣−2∣=2|J| = |-2| = 2. Choice A would result from incorrectly computing the determinant as 1⋅(−1)+1⋅1=01 \cdot (-1) + 1 \cdot 1 = 0, then taking absolute value of something else. Choice C would result from confusing this with the inverse transformation or incorrectly computing 1/∣J∣1/|J|. Choice D would result from incorrectly squaring the determinant.
  11. The elliptical coordinates (u,v)(u,v) are related to Cartesian coordinates by x=aucos⁡vx = a u \cos v and y=busin⁡vy = b u \sin v, where aa and bb are positive constants. At the point where u=2u = 2 and v=π3v = \frac{\pi}{3}, what is the Jacobian determinant ∂(x,y)∂(u,v)\frac{\partial(x,y)}{\partial(u,v)}?
    Answer: 2ab2ab When you encounter coordinate transformations in multivariable calculus, the Jacobian determinant measures how area elements scale between coordinate systems. For the transformation x=aucos⁡vx = au\cos v and y=busin⁡vy = bu\sin v, you need to find ∂(x,y)∂(u,v)\frac{\partial(x,y)}{\partial(u,v)}. Start by computing all four partial derivatives. For the first row: ∂x∂u=acos⁡v\frac{\partial x}{\partial u} = a\cos v and ∂x∂v=−ausin⁡v\frac{\partial x}{\partial v} = -au\sin v. For the second row: ∂y∂u=bsin⁡v\frac{\partial y}{\partial u} = b\sin v and ∂y∂v=bucos⁡v\frac{\partial y}{\partial v} = bu\cos v. The Jacobian determinant is: ∂(x,y)∂(u,v)=∣acos⁡v−ausin⁡vbsin⁡vbucos⁡v∣\frac{\partial(x,y)}{\partial(u,v)} = \begin{vmatrix} a\cos v & -au\sin v \\ b\sin v & bu\cos v \end{vmatrix} =(acos⁡v)(bucos⁡v)−(−ausin⁡v)(bsin⁡v)=abucos⁡2v+abusin⁡2v=abu(cos⁡2v+sin⁡2v)=abu= (a\cos v)(bu\cos v) - (-au\sin v)(b\sin v) = abu\cos^2 v + abu\sin^2 v = abu(\cos^2 v + \sin^2 v) = abu At the point where u=2u = 2 and v=π3v = \frac{\pi}{3}, the Jacobian determinant equals ab⋅2=2abab \cdot 2 = 2ab. Choice A (abab) represents the Jacobian when u=1u = 1, missing the factor of 2. Choice B (4ab4ab) likely comes from incorrectly squaring the uu value. Choice D (ab3ab\sqrt{3}) suggests confusion about the trigonometric identity—you might get 3\sqrt{3} if you incorrectly evaluate the trig functions at v=π3v = \frac{\pi}{3}, but the identity cos⁡2v+sin⁡2v=1\cos^2 v + \sin^2 v = 1 eliminates all trigonometric dependence. The correct answer is C. Remember: Jacobian determinants for coordinate transformations often simplify due to trigonometric identities, so look for ways to use cos⁡2v+sin⁡2v=1\cos^2 v + \sin^2 v = 1.
  12. A transformation T(u,v)=(x(u,v),y(u,v))T(u,v) = (x(u,v), y(u,v)) has a Jacobian determinant J(u,v)=∂(x,y)∂(u,v)J(u,v) = \frac{\partial(x,y)}{\partial(u,v)} that is equal to zero for all points on the curve u=v2u=v^2. Which of the following is the most accurate conclusion that can be drawn?
    Answer: The transformation is not locally one-to-one at any point on the curve u=v2u=v^2. The Jacobian determinant being zero at a point indicates that the transformation is singular at that point. By the inverse function theorem, if the Jacobian determinant is zero at a point, the function is not locally invertible (i.e., not locally one-to-one) at that point. This means that small areas around points on the curve u=v2u=v^2 are collapsed into lower-dimensional objects (curves or points). Distractor A is incorrect because regions not on the curve can have a non-zero area image. Distractor B is too strong; only the image of the curve u=v2u=v^2 is guaranteed to be degenerate. Distractor D is incorrect because a zero Jacobian is the boundary between orientation-preserving (J>0J>0) and orientation-reversing (J<0J<0); it does not itself reverse orientation.
  13. A transformation from the uvwuvw-space to the xyzxyz-space is given by x=2ux = 2u, y=u+vy = u+v, and z=v−w2z=v-w^2. What is the absolute value of the Jacobian determinant ∂(x,y,z)∂(u,v,w)\frac{\partial(x,y,z)}{\partial(u,v,w)} at the point (u,v,w)=(1,2,3)(u,v,w) = (1, 2, 3)?
    Answer: 12 First, we compute the Jacobian matrix of the transformation: J=(∂x∂u∂x∂v∂x∂w∂y∂u∂y∂v∂y∂w∂z∂u∂z∂v∂z∂w)=(20011001−2w)J = \begin{pmatrix} \frac{\partial x}{\partial u} & \frac{\partial x}{\partial v} & \frac{\partial x}{\partial w} \\ \frac{\partial y}{\partial u} & \frac{\partial y}{\partial v} & \frac{\partial y}{\partial w} \\ \frac{\partial z}{\partial u} & \frac{\partial z}{\partial v} & \frac{\partial z}{\partial w} \end{pmatrix} = \begin{pmatrix} 2 & 0 & 0 \\ 1 & 1 & 0 \\ 0 & 1 & -2w \end{pmatrix} The determinant of this lower-triangular matrix is the product of its diagonal entries: det⁡(J)=(2)(1)(−2w)=−4w.\det(J) = (2)(1)(-2w) = -4w. Now, we evaluate this determinant at the point (u,v,w)=(1,2,3)(u,v,w) = (1,2,3): det⁡(J)∣(1,2,3)=−4(3)=−12.\det(J)|_{(1,2,3)} = -4(3) = -12. The question asks for the absolute value of the Jacobian determinant, which is ∣−12∣=12|-12|=12.
  14. The hyperbolic coordinate system is defined by the transformation x=ucosh⁡vx = u \cosh v and y=usinh⁡vy = u \sinh v, for u>0u > 0. What is the Jacobian determinant ∂(x,y)∂(u,v)\frac{\partial(x,y)}{\partial(u,v)} for this transformation? (Recall that cosh⁡2v−sinh⁡2v=1\cosh^2 v - \sinh^2 v = 1).
    Answer: uu To find the Jacobian determinant, we first compute the partial derivatives of xx and yy with respect to uu and vv: ∂x∂u=cosh⁡v,∂x∂v=usinh⁡v\frac{\partial x}{\partial u} = \cosh v, \quad \frac{\partial x}{\partial v} = u \sinh v ∂y∂u=sinh⁡v,∂y∂v=ucosh⁡v\frac{\partial y}{\partial u} = \sinh v, \quad \frac{\partial y}{\partial v} = u \cosh v Now, we form the Jacobian matrix and compute its determinant: J(u,v)=det⁡(cosh⁡vusinh⁡vsinh⁡vucosh⁡v)=(cosh⁡v)(ucosh⁡v)−(usinh⁡v)(sinh⁡v)J(u,v) = \det \begin{pmatrix} \cosh v & u \sinh v \\ \sinh v & u \cosh v \end{pmatrix} = (\cosh v)(u \cosh v) - (u \sinh v)(\sinh v) =ucosh⁡2v−usinh⁡2v=u(cosh⁡2v−sinh⁡2v)= u \cosh^2 v - u \sinh^2 v = u(\cosh^2 v - \sinh^2 v) Using the provided identity cosh⁡2v−sinh⁡2v=1\cosh^2 v - \sinh^2 v = 1, the determinant simplifies to: J(u,v)=u(1)=u.J(u,v) = u(1) = u.
  15. Let a coordinate transformation be defined by u=2x−3yu = 2x - 3y and v=x+4yv = x + 4y. To evaluate an integral ∬Rf(x,y) dA\iint_R f(x,y) \, dA over a region RR in the xyxy-plane, one changes variables to uu and vv. What is the correct expression for the area element dAdA in terms of dudu and dvdv?
    Answer: dA=111 du dvdA = \frac{1}{11} \, du \, dv The change of variables formula for a double integral requires the Jacobian determinant of the transformation from (u,v)(u,v) to (x,y)(x,y). We are given u(x,y)u(x,y) and v(x,y)v(x,y). The Jacobian of the inverse transformation is easier to compute first: ∂(u,v)∂(x,y)=det⁡(∂u∂x∂u∂y∂v∂x∂v∂y)=det⁡(2−314)=(2)(4)−(−3)(1)=8+3=11.\frac{\partial(u,v)}{\partial(x,y)} = \det \begin{pmatrix} \frac{\partial u}{\partial x} & \frac{\partial u}{\partial y} \\ \frac{\partial v}{\partial x} & \frac{\partial v}{\partial y} \end{pmatrix} = \det \begin{pmatrix} 2 & -3 \\ 1 & 4 \end{pmatrix} = (2)(4) - (-3)(1) = 8 + 3 = 11. The Jacobian we need is the inverse of this one: ∂(x,y)∂(u,v)=(∂(u,v)∂(x,y))−1=111.\frac{\partial(x,y)}{\partial(u,v)} = \left(\frac{\partial(u,v)}{\partial(x,y)}\right)^{-1} = \frac{1}{11}. The area element is then dA=∣∂(x,y)∂(u,v)∣ du dv=∣111∣ du dv=111 du dvdA = \left| \frac{\partial(x,y)}{\partial(u,v)} \right| \, du \, dv = \left| \frac{1}{11} \right| \, du \, dv = \frac{1}{11} \, du \, dv.
  16. An integral is given by ∬R(x+y)2ex−y dA\iint_R (x+y)^2 e^{x-y} \, dA, where RR is the parallelogram in the xyxy-plane with vertices at (1,0),(2,1),(1,2),(1,0), (2,1), (1,2), and (0,1)(0,1). Using the transformation u=x+yu=x+y and v=x−yv=x-y, which of the following integrals is equivalent to the original?
    Answer: ∫−11∫1312u2ev du dv\int_{-1}^1 \int_1^3 \frac{1}{2} u^2 e^v \, du \, dv First, transform the region. The vertices of RR in the uvuv-plane are: (1,0)→(u=1,v=1)(1,0) \to (u=1, v=1); (2,1)→(u=3,v=1)(2,1) \to (u=3, v=1); (1,2)→(u=3,v=−1)(1,2) \to (u=3, v=-1); (0,1)→(u=1,v=−1)(0,1) \to (u=1, v=-1). This is a rectangle SS defined by 1≤u≤31 \le u \le 3 and −1≤v≤1-1 \le v \le 1. The integrand becomes u2evu^2 e^v. Next, find the Jacobian ∂(x,y)∂(u,v)\frac{\partial(x,y)}{\partial(u,v)}. It's easier to find ∂(u,v)∂(x,y)=det⁡(111−1)=−2\frac{\partial(u,v)}{\partial(x,y)} = \det \begin{pmatrix} 1 & 1 \\ 1 & -1 \end{pmatrix} = -2. Then, ∂(x,y)∂(u,v)=(−2)−1=−1/2\frac{\partial(x,y)}{\partial(u,v)} = (-2)^{-1} = -1/2. The area element is dA=∣−12∣ du dv=12 du dvdA = |-\frac{1}{2}| \, du \, dv = \frac{1}{2} \, du \, dv. The transformed integral is ∬S(u2ev)12 du dv\iint_S (u^2 e^v) \frac{1}{2} \, du \, dv, which is ∫−11∫1312u2ev du dv\int_{-1}^1 \int_1^3 \frac{1}{2} u^2 e^v \, du \, dv.

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