Evaluate Covariant Derivative on Tensors

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Discussion Overview

The discussion revolves around evaluating the covariant derivative of a specific expression involving tensors, specifically the term $$\nabla_\mu (k^\sigma \partial_\sigma l_\nu)$$. Participants explore the implications of applying partial derivatives to tensors and the conditions under which certain operations are valid, touching on theoretical aspects of tensor calculus.

Discussion Character

  • Exploratory, Technical explanation, Debate/contested

Main Points Raised

  • One participant seeks to evaluate the expression $$\nabla_\mu (k^\sigma \partial_\sigma l_\nu)$$ and references rules from a textbook regarding covariant derivatives.
  • Another participant questions whether $$k^\sigma \partial_\sigma$$ can be considered a scalar operator when applied to the tensor $$l_\nu$$, expressing uncertainty about the nature of the operation.
  • A different participant explains that $$\partial_\sigma$$ is interpreted as regular partial differentiation and discusses how it behaves when applied to scalars and tensors, suggesting a method for evaluation using the chain rule.
  • One participant proposes treating the argument as a covariant vector and applies the rules from a Wiki page, presenting an alternative evaluation method involving the Leibniz product rule.
  • Another participant argues that the expression $$k^\sigma \partial_\sigma l_\nu$$ is not a valid tensor operation, asserting that partial derivatives should only apply to scalar fields and questioning the validity of the expression itself.
  • There is a suggestion that the title of the thread might be misleading, implying a focus on non-tensor operations rather than covariant derivatives.

Areas of Agreement / Disagreement

Participants express differing views on the validity of applying partial derivatives to tensors, with some asserting that the operation is not valid while others explore methods for evaluation. No consensus is reached regarding the nature of the expression or the appropriate approach to take.

Contextual Notes

Participants highlight limitations in the application of partial derivatives to tensors, noting that certain operations may not be valid under standard definitions. The discussion reflects a range of interpretations and approaches to the problem without resolving the underlying uncertainties.

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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