Prove jacobian matrix is identity of matrix of order 3

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Homework Help Overview

The discussion revolves around proving that the Jacobian matrix of a given function f(x,y,z) is the identity matrix of order 3. The function is defined as f(x,y,z) = xi + yj + zk, and participants are exploring the properties of the Jacobian matrix in this context.

Discussion Character

  • Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants are attempting to understand the relationship between the Jacobian matrix and the identity matrix, questioning the implications of linear transformations and the order of the matrix. There is also a consideration of whether the Jacobian can be represented as a specific 3x3 matrix.

Discussion Status

Some participants have offered insights regarding the form of the Jacobian matrix, suggesting it may indeed be the identity matrix. There appears to be a productive exchange of ideas, with some confirming the interpretations of the matrix order and structure.

Contextual Notes

There are mentions of typos in the derivatives being discussed, which may affect clarity. The discussion also reflects uncertainty regarding the definitions and properties of the Jacobian matrix in relation to linear transformations.

CrimsnDragn
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If f(x,y,z) = xi + yj +zk, prove that Jacobian matrix Df(x,y,z) is the identity matrix of order 3.

Because the D operator is linear, D1f(x,y,z) = i, D2f(x,y,z) = k, D3f(x,y,z) = k

There is clearly a relationship between this and some sort of identity, but I'm not sure how to state it, and I don't understand the order of linear transformations. Could someone help me?
 
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*typo on D2f(x,y,z) = j

actually I was just rethinking about the problem. could Df(x,y,z) = ((1,0,0),(0,1,0),(0,0,1)), which becomes an identity matrix, and the order of 3 refers to 3x3 matrix?
 
CrimsnDragn said:
*typo on D2f(x,y,z) = j

actually I was just rethinking about the problem. could Df(x,y,z) = ((1,0,0),(0,1,0),(0,0,1)), which becomes an identity matrix, and the order of 3 refers to 3x3 matrix?

Yes, exactly.
 
awesome. thanks!
 

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