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[parent] Jacobian and chain rule (Example)

Let $u$ , $v$ be differentiable functions of $x$ , $y$ and $x$ , $y$ be differentiable functions of $s$ , $t$ . Then the connection

$\displaystyle \frac{\partial(u,v)}{\partial(s,t)} \;=\; \frac{\partial(u,v)}{\partial(x,y)}\cdot\frac{\partial(x,y)}{\partial(s,t)}$ (1)

between the Jacobian determinants is in force.

Proof. Starting from the right hand side of (1), where one can multiply the determinants similarly as the corresponding matrices, we have $$\left|\begin{matrix} u_x & u_y \\ v_x & v_y \\ \end{matrix}\right| \cdot \left|\begin{matrix} x_s & x_t \\ y_s & y_t \\ \end{matrix}\right| \;=\; \left|\begin{matrix} u_xx_s+u_yy_s & u_xx_t+u_yy_t \\ v_xx_s+v_yy_s & v_xx_t+v_yy_t \\ \end{matrix}\right| \;=\; \left|\begin{matrix} u_s & u_t \\ v_s & v_t \\ \end{matrix}\right|. $$ Here, the last stage has been written according to the general chain rule. But thus we have arrived at the left hand side of the equation (1), which hereby has been proved.

Remark. The rule (1) is only a visualisation of the more general one concerning the case of functions of $n$ variables.




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Cross-references: variables, functions, equation, left hand side, right hand side, proof, determinants, Jacobian, differentiable functions

This is version 1 of Jacobian and chain rule, born on 2009-08-17.
Object id is 11863, canonical name is JacobianAndChainRule.
Accessed 538 times total.

Classification:
AMS MSC15-00 (Linear and multilinear algebra; matrix theory :: General reference works )
 26B05 (Real functions :: Functions of several variables :: Continuity and differentiation questions)
 26B10 (Real functions :: Functions of several variables :: Implicit function theorems, Jacobians, transformations with several variables)

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