11. (Section 7.9 and Chapter 8) Consider the 3–dimensional vector field F defined by F (x, y, z) = ￾ 12x 2 y 2 + 2z 2 + 1, 8x 3 y − 3z, 4xz − 3y − 3  (a) Write down the Jacobian matrix JF (x, y, z). (2) (b) Determine the divergence div F(x, y, z). (2) (c) Determine curl F(x, y, z). (2) (d) Give reasons why F has a potential function. (Refer to the relevant definitions and theorems in the study guide.) (2) (e) Find a potential function of F, using the method of Example 7.9.1. Note, however that that example concerns a 2-dimensional vector field, so you will have to adapt the method to be suitable for a 3-dimensional vector field. Pay special attention to the notation that you use for derivatives of functions of more than one variable.
Given field,
"F(x,y,z)=(12x^2y^2+2z^2+1,8x^3y-3z,4xz-3y-3)"
or "\\vec{F}=(12x^2y^2+2z^2+1)\\hat{i}+(8x^3y-3z)\\hat{j}+(4xz-3y-3)\\hat{k}"
(1) Jacobian Matrix "J(F(x,y,z)=\\begin{bmatrix}\n \\dfrac{df_x}{dx} & \\dfrac{df_x}{dy}& \\dfrac{df_x}{dz} \\\\\\\\\n \\dfrac{df_y}{dx}& \\dfrac{df_y}{dy}& \\dfrac{df_y}{dz}\\\\\\\\\n \\dfrac{df_z}{dx} & \\dfrac{df_z}{dy}& \\dfrac{df_z}{dz}\n\\end{bmatrix}"
="\\begin{bmatrix}\n 24xy^2& 24x^2y& 4z \\\\\\\\\n 24xy^2 & 8x^3& -3\\\\\\\\\n4z& -3&0\n\\end{bmatrix}"
(2) "div F(x, y, z)"
"= (\\dfrac{d}{dx}\\hat{i}+\\dfrac{d}{dy}\\hat{j}+\\dfrac{d}{dz}\\hat{k}).((12x^2y^2+2z^2+1)\\hat{i}+(8x^3y-3z)\\hat{j}+(4xz-3y-3)\\hat{k})"
"=24xy^2+8x^3+4x"
(3) "curl F(x,y,z)=\\begin{bmatrix}\n \\hat{i} & \\hat{j} &\\hat{k}\\\\\\\\\n \\dfrac{d}{dx} &\\dfrac{d}{dy}&\\dfrac{d}{dz} \\\\\\\\\n 12x^2y^2+2z^2+1& 8x^3y-3z& 4xz-3y-3\n\\end{bmatrix}"
"=\\hat{i}(-3-(-3))-\\hat{j}(4z-4z)+\\hat{k}(24x^2y-24x^2y)\\\\\n\n =0"
(4) F is a potential function because, Whenever There exist a field, There exist a potential associated
with it. We can calculate the potential function F by the integraing the given vector field.
(5) As we know-
Potential function is given by-
"F_v=-\\int F.dr"
"=\\int ((12x^2y^2+2z^2+1)\\hat{i}+(8x^3y-3z)\\hat{j}+(4xz-3y-3)\\hat{k})(dx\\hat{i}+dy\\hat{j}+dz\\hat{z})"
"=(4x^3y+2z^2x+x+4x^3y^2-3yz+2x^2z-3xy-3x)"
"=8x^3y^2+2x^2z+2xz^2-3xy-3yz-2x"
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