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Jacobian matrix and determinant
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=== Example 5 === The Jacobian determinant of the function {{math|'''F''' : '''R'''<sup>3</sup> β '''R'''<sup>3</sup>}} with components <math display="block">\begin{align} y_1 &= 5x_2 \\ y_2 &= 4x_1^2 - 2 \sin (x_2 x_3) \\ y_3 &= x_2 x_3 \end{align}</math> is <math display="block">\begin{vmatrix} 0 & 5 & 0 \\ 8 x_1 & -2 x_3 \cos(x_2 x_3) & -2 x_2 \cos (x_2 x_3) \\ 0 & x_3 & x_2 \end{vmatrix} = -8 x_1 \begin{vmatrix} 5 & 0 \\ x_3 & x_2 \end{vmatrix} = -40 x_1 x_2.</math> From this we see that {{math|'''F'''}} reverses orientation near those points where {{math|''x''<sub>1</sub>}} and {{math|''x''<sub>2</sub>}} have the same sign; the function is [[locally]] invertible everywhere except near points where {{math|''x''<sub>1</sub> {{=}} 0}} or {{math|''x''<sub>2</sub> {{=}} 0}}. Intuitively, if one starts with a tiny object around the point {{math|(1, 2, 3)}} and apply {{math|'''F'''}} to that object, one will get a resulting object with approximately {{math|40 Γ 1 Γ 2 {{=}} 80}} times the volume of the original one, with orientation reversed.
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