Math Problem Statement
jacobian
Solution
To show that the Jacobian determinant is as given, we will follow these steps:
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Equations Review:
These equations relate to . To compute the Jacobian determinant, we need partial derivatives.
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Jacobian Definition: The Jacobian determinant is:
\frac{\partial u}{\partial x} & \frac{\partial u}{\partial y} & \frac{\partial u}{\partial z} \\ \frac{\partial v}{\partial x} & \frac{\partial v}{\partial y} & \frac{\partial v}{\partial z} \\ \frac{\partial w}{\partial x} & \frac{\partial w}{\partial y} & \frac{\partial w}{\partial z} \end{vmatrix}.$$ To compute these derivatives, differentiate the given equations partially. -
Partial Derivatives: For example:
- Differentiate the first equation partially with respect to , , and .
- Repeat for the other two equations.
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Solve for Partial Derivatives: Express , , etc., in terms of using the chain rule and implicit differentiation.
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Substitute in Determinant: Plug the computed derivatives into the determinant.
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Verification: Simplify the determinant and verify it equals the given result:
Would you like detailed step-by-step differentiation and determinant computation? If so, I can provide a detailed breakdown. Let me know!
Here are some related questions for deeper understanding:
- What is the physical interpretation of a Jacobian determinant in transformations?
- How does the chain rule apply in the context of Jacobian matrices?
- Can this approach be generalized to higher dimensions?
- What happens if the Jacobian determinant is zero?
- How does implicit differentiation simplify these calculations?
Tip: Practice computing partial derivatives and determinants separately to ensure accuracy when combining them.
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Math Problem Analysis
Mathematical Concepts
Multivariable Calculus
Jacobian Determinant
Implicit Differentiation
Partial Derivatives
Formulas
Jacobian Determinant: J = det(∂(u, v, w)/∂(x, y, z))
Implicit Differentiation: ∂u/∂x = -∂f/∂x / ∂f/∂u
Theorems
Jacobian Matrix Theorem
Chain Rule in Multivariable Calculus
Suitable Grade Level
Undergraduate
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