Math Problem Statement
If u, v are functions of r, s and r, s are themselves functions of x, y then find Jacobian , , uv J (u,v/x,y)
Solution
Given that and are functions of and , and and are themselves functions of and , we are asked to find the Jacobian matrix , which represents the determinant of the matrix of partial derivatives.
Step 1: Recognize the structure
You have:
Now we will calculate the Jacobian matrix using the chain rule.
Step 2: Jacobian Matrix Expression
The Jacobian can be written as:
Using the multivariable chain rule:
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For :
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For :
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Similarly for :
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And for :
Step 3: Jacobian Determinant
Now, the determinant of the Jacobian matrix will be:
This determinant, known as the Jacobian of and with respect to and , encapsulates how and change with respect to changes in and .
Would you like a more detailed breakdown of any specific part, or further examples?
Here are five related questions:
- How do you compute the Jacobian for more complex transformations between variables?
- What is the physical significance of the Jacobian determinant in a multivariable context?
- How does the Jacobian relate to inverse transformations?
- What happens if the Jacobian determinant is zero?
- How can you use the Jacobian to solve for transformations in multivariable calculus?
Tip: The Jacobian determinant is key in changing variables in integrals, especially in multivariable integration, as it adjusts for the scaling or distortion of areas or volumes during the transformation.
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Math Problem Analysis
Mathematical Concepts
Multivariable Calculus
Jacobian Matrix
Chain Rule
Formulas
Jacobian matrix J(u, v / x, y) = | ∂u/∂x ∂u/∂y |
| ∂v/∂x ∂v/∂y |
∂u/∂x = ∂u/∂r ∂r/∂x + ∂u/∂s ∂s/∂x
∂u/∂y = ∂u/∂r ∂r/∂y + ∂u/∂s ∂s/∂y
∂v/∂x = ∂v/∂r ∂r/∂x + ∂v/∂s ∂s/∂x
∂v/∂y = ∂v/∂r ∂r/∂y + ∂v/∂s ∂s/∂y
Theorems
Chain Rule for Multivariable Functions
Suitable Grade Level
Grades 11-12