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Example 1.
First initialize the jet space for two independent variables and two dependent variables and prolong it to order 3.
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Recall that u[1, 2] represents the mixed 3rd derivative of u, once with respect to x and twice with respect to y.
The total derivative of u[1, 2] with respect to x is u[2, 2] which represents the 4th derivative of u, twice with respect to x and twice with respect to y.
The total derivative of u[1, 2] with respect to y is u[1, 3] which represents the 4th derivative of u, once with respect to x and 3 times with respect to y.
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| (2.1) |
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| (2.2) |
In place of the independent variables x or y the integer 1 or 2 can be used.
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| (2.3) |
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| (2.4) |
Here is a general formula for the total derivative of a function with dependencies on the 2-jet of u.
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| (2.5) |
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| (2.6) |
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| (2.7) |
The total derivative satisfies the usual rules of differentiation.
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| (2.8) |
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| (2.9) |
Multiple total derivatives can also be calculated by using TotalDiff.
We differentiate u[2] 2 times with respect to x and 3 times with respect to y to get u[3, 5].
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| (2.10) |
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| (2.11) |
Example 2.
Total differentiation extends to differential forms and contact forms on jet spaces.
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| (2.12) |
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| (2.13) |
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| (2.14) |
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| (2.15) |
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| (2.16) |