How to prove that something transforms like a tensor?

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SUMMARY

This discussion focuses on proving that the quantities T_mu_nu(x) transform like a tensor of type (0,2) under coordinate transformations. The transformation property of a tensor is defined as T'_mu_nu = (dx^mu/dx'^mu)(dx^nu/dx'^nu) T_mu_nu. The participants emphasize the need to apply a coordinate transformation to both sides of the equation to demonstrate that T_mu_nu adheres to this property. A common challenge is manipulating the equation to isolate T_mu_nu and verify its transformation behavior.

PREREQUISITES
  • Understanding of tensor notation, including contravariant and covariant indices.
  • Familiarity with the transformation properties of tensors in differential geometry.
  • Knowledge of coordinate transformations and their mathematical implications.
  • Basic proficiency in calculus, particularly partial derivatives.
NEXT STEPS
  • Study the derivation of tensor transformation properties in differential geometry.
  • Learn how to apply coordinate transformations to tensor equations.
  • Explore examples of tensors in various coordinate systems to solidify understanding.
  • Investigate the implications of tensor transformations in physics, particularly in general relativity.
USEFUL FOR

This discussion is beneficial for students and professionals in mathematics and physics, particularly those studying tensor analysis, differential geometry, and general relativity.

Chris B
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Homework Statement


I have several problems that ask me to prove that some quantity "transforms like a tensor"

For example:

"Suppose that for each choice of contravariant vector (a vector) A^nu(x), the quantities B_mu(x) are defined at teach point through a linear relationship of the form
B_mu(x) =T_mu_nu(x) A^nu(x)
transform like a covariant vector (1-form). Prove that the quantities T_mu_nu(x) transform like a tensor of type (0,2) at each point."

(Here an underscore followed by a letter is a lower index and a caret followed by a letter is an upper index).

Homework Equations



Transformation property of a tensor:
T'_mu_nu = dx^mu/dx'^mu dx^nu/dx'^nu T_mu_nu

(dx is a partial derivative and)

The Attempt at a Solution



My first guess is that I need to apply a coordinate transformation to both sides of the equation given in the problem, but I'm kind of stuck there. I don't know how to manipulate things to get T_mu_nu by itself and show it obeys the tensor transformation property.
 
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Chris B said:

Homework Statement


I have several problems that ask me to prove that some quantity "transforms like a tensor"

For example:

"Suppose that for each choice of contravariant vector (a vector) A^nu(x), the quantities B_mu(x) are defined at teach point through a linear relationship of the form
B_mu(x) =T_mu_nu(x) A^nu(x)
transform like a covariant vector (1-form). Prove that the quantities T_mu_nu(x) transform like a tensor of type (0,2) at each point."

(Here an underscore followed by a letter is a lower index and a caret followed by a letter is an upper index).

Homework Equations



Transformation property of a tensor:
T'_mu_nu = dx^mu/dx'^mu dx^nu/dx'^nu T_mu_nu

(dx is a partial derivative and)

The Attempt at a Solution



My first guess is that I need to apply a coordinate transformation to both sides of the equation given in the problem, but I'm kind of stuck there. I don't know how to manipulate things to get T_mu_nu by itself and show it obeys the tensor transformation property.
I think you are correct. To get the partial derivative of x with respect to x prime you need x as a function x prime. And that is the coordinate transformation you mentioned. Probably in you problem or examples the tensor component is already given in one coordinaye system.
 

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