Evaluate Covariant Derivative on Tensors

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SUMMARY

The discussion centers on evaluating the covariant derivative of the expression $$\nabla_\mu (k^\sigma \partial_\sigma l_\nu)$$, where $$k^\sigma$$ is a vector and $$l_\nu$$ is a one-form. Participants clarify that the term $$k^\sigma \partial_\sigma l_\nu$$ does not represent a valid tensor operation, as partial derivatives cannot be applied directly to one-forms. The correct approach involves using covariant derivatives, specifically $$k^\sigma \nabla_\sigma l_\nu$$, to ensure proper tensorial behavior. The conversation emphasizes the importance of understanding the distinction between partial and covariant derivatives in tensor calculus.

PREREQUISITES
  • Understanding of tensor notation and operations, specifically covariant and partial derivatives.
  • Familiarity with the properties of one-forms and vectors in differential geometry.
  • Knowledge of the Levi-Civita connection and Christoffel symbols in the context of covariant derivatives.
  • Basic grasp of multilinear algebra as it pertains to tensor products.
NEXT STEPS
  • Study the properties of covariant derivatives in differential geometry, focusing on the role of Christoffel symbols.
  • Learn about the distinction between covariant and partial derivatives, particularly in the context of tensor calculus.
  • Explore examples of tensor operations involving covariant derivatives, such as $$\nabla(T \otimes S)$$.
  • Review the implications of applying partial derivatives to one-forms and the conditions under which they are valid.
USEFUL FOR

This discussion is beneficial for students and professionals in mathematics and physics, particularly those studying differential geometry, general relativity, or any field involving tensor analysis and covariant calculus.

Jonsson
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Hello there,

Recently I encountered a type of covariant derivative problem that I never before encountered:

$$
\nabla_\mu (k^\sigma \partial_\sigma l_\nu)
$$

My goal: to evaluate this term

According to Carroll, the covariant derivative statisfies ##\nabla_\mu ({T^\lambda}_{\lambda \rho}) = {{\nabla(T)_\mu}^\lambda}_{\lambda \rho}\ \ (\dagger)## and also ## \nabla(T \otimes S) = (\nabla T)\otimes S + T \otimes (\nabla S) \ \ (\ddagger)##. We know that ##\partial \sigma## forms a basis, so therefore ##k^\sigma \partial_\sigma ## is a (1,0) tensor
$$
\nabla_\mu (\underbrace{k^\sigma \partial_\sigma}_{\equiv T} l_\nu) = \nabla_\mu (T l_\nu) \stackrel{(\dagger)}{=} \nabla(T l)_{\mu \nu} = [\nabla(T l)]_{\mu \nu} \stackrel{(\ddagger)}{=} [\nabla(T) \otimes l + T\otimes \nabla(l)]_{\mu \nu}
$$
But how do I continue from there? I want to distribute back the ## \mu \nu## and replace ## \otimes## with regular multiplication, but I don't know any algebra rules which applies, also my textbook doesn't help. I know that the tensors are multilinear, but its not quite what I need. How do I continue to evaluate ##\nabla_\mu (k^\sigma \partial_\sigma l_\nu)##?
 
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Is ##k^\sigma\partial_\sigma## a scalar operator when applied to the tensor ##l_\nu##? I would think not?
 
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Paul Colby said:
Is ##k^\sigma\partial_\sigma## a scalar operator when applied to the tensor ##l_\nu##? I would think not?
Great, I don't know. I am trying to understand how this all works. Would you like to explain some more?
 
Jonsson said:
Would you like to explain some more?
This is the part I get in trouble with. The operator, ##\partial_\sigma##, I read as regular partial differentiation. When applied to a scalar ##\partial_\sigma \phi## yields a 4-vector. In fact ##\partial_\sigma = \nabla_\sigma## when acting on a scalar. If I wrote ##\nabla_\nu(k^\sigma\nabla_\sigma)l_\mu## I would just distribute chain rule the way one normally does with covariant derivatives.

##\nabla_\mu(k^\sigma\nabla_\sigma)l_\nu = (\nabla_\mu k^\sigma)(\nabla_\sigma l_\nu)+k^\sigma (\nabla_\mu\nabla_\sigma l_\nu)##
Now if I replace ##\nabla_\sigma = \partial_\sigma + \Gamma^._{\cdots}## where the ##\Gamma##'s are whatever that's needed to make things covariant, I could solve for the thing you are looking to evaluate.
 
Jonsson said:
How do I continue to evaluate ##\nabla_\mu (k^\sigma \partial_\sigma l_\nu)##?
The simplest way is to treat the argument as a (covariant) vector with index ##\nu## and apply the rules found in the "examples" section of this Wiki page. I.e., $$\nabla_\mu (k^\sigma \partial_\sigma l_\nu) ~=~\partial_\mu (k^\sigma \partial_\sigma l_\nu) ~-~ \Gamma^\alpha_{~\mu\nu} k^\sigma \partial_\sigma l_\alpha ~.$$If you're a masochist, you could in fact evaluate it using the Leibniz product rule as
$$\nabla_\mu (k^\sigma \partial_\sigma l_\nu) ~=~ k^\sigma \nabla_\mu ( \partial_\sigma l_\nu) ~+~ (\nabla_\mu k^\sigma) ( \partial_\sigma l_\nu) ~=~ \dots$$ This is indeed equivalent to "treating the argument as a (covariant) vector with index ##\nu##".
(I've just now double-checked this, but if you want see my work you'll have to show me your attempt first. :oldbiggrin:)

If you're a truly psychotic masochist, you could even treat it as the covariant derivative of a 3-index quantity, provided you follow the rules carefully, and preserve ordering when using the Leibniz rule.

HTH.
 
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strangerep said:
The simplest way is to treat the argument as a (covariant) vector with index
Adding to this, I think it is worth pointing out that the argument is not a covariant vector. To make it covariant, you would need ##k^\sigma\nabla_\sigma l_\nu## instead. As written, I am very sceptical regarding the origins of the expression itself. Of course, it might be a term in a larger covariant expression.
 
Last edited:
Jonsson said:
Hello there,

Recently I encountered a type of covariant derivative problem that I never before encountered:

$$
\nabla_\mu (k^\sigma \partial_\sigma l_\nu)
$$

There is a problem with the expression k^\sigma \partial_\sigma l_\nu. That isn't actually a tensor. This can be seen in two different ways:
  1. l_\nu is a one-form, and you can't apply a partial derivative to a one-form. Partial derivatives can only apply to scalar fields.
  2. If you think of \partial_\sigma as a basis vector, then k^\sigma \partial_\sigma is just the vector \vec{k} written in terms of components. So the expression k^\sigma \partial_\sigma l_\nu is a vector acting on a one-form. How can a vector act on a one-form? Well, typically using covariant (or directional) derivatives: k^\sigma \nabla_\sigma l_\nu makes sense, but k^\sigma \partial_\sigma l_\nu doesn't.
 
Shouldn't the title of this thread read "trying to understand covariant derivatives on non-tensors"? :P
 
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