The Road to Reality - exercise on scalar product

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SUMMARY

The discussion centers on proving the consistency of the scalar product with the differential of a scalar function using the chain rule, as outlined in R. Penrose's "The Road to Reality." Participants demonstrate the application of the chain rule in a coordinate chart to establish that the scalar product $\alpha \cdot \xi$ aligns with $df \cdot \xi$ when $\alpha = df$. They also explore the implications of the Weierstraß definition of a derivative and the properties of symmetric affine connections, particularly in relation to the Lie derivative. The conversation highlights the nuances of mixed partial derivatives on curved manifolds versus flat ones.

PREREQUISITES
  • Understanding of differential geometry concepts, particularly scalar functions and tangent vectors.
  • Familiarity with the chain rule in the context of manifold theory.
  • Knowledge of affine connections and their properties, specifically torsion-free connections.
  • Basic grasp of the Weierstraß definition of derivatives and mixed partial derivatives.
NEXT STEPS
  • Study the application of the chain rule in differential geometry, particularly in relation to scalar fields.
  • Research the properties of symmetric affine connections and their implications in manifold theory.
  • Learn about the Weierstraß definition of derivatives and its applications in proving derivative properties.
  • Examine the conditions under which mixed partial derivatives commute on different types of manifolds.
USEFUL FOR

Mathematicians, physicists, and students of differential geometry who are exploring the intricacies of scalar products, derivatives, and affine connections in the context of manifolds.

  • #31
fresh_42 said:
This is a non-abelian Lie group. The tangent vectors (at the identity) are
$$X=\begin{pmatrix} 1&0\\0&-1 \end{pmatrix}\, , \,Y=\begin{pmatrix} 0&1\\0&0 \end{pmatrix}$$ with ##[X,Y]=2Y.##
Ah ok, one gets the basis of tangent vectors at the Lie group identity (i.e. Lie algebra basis vectors) calculating the derivatives of group element w.r.t. the parameters ##t## and ##c## and evaluating them at ##t=0,c=0##.
 
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  • #32
Sorry, regarding my previous statement
cianfa72 said:
I suspect that the meaning of the expression ##\nabla_{\nu} \nabla_{\mu}f## is not actually ##\nabla_{\nu}( \nabla_{\mu}f)## but ##(\nabla \nabla f)_{\nu \mu}##. Note that ##\nu,\mu## are indices (1,2,3...) in any local chart.
What is the actual meaning of ##\nabla_{\nu} \nabla_{\mu}f## ?
Thanks.
 
  • #33
cianfa72 said:
Sorry, regarding my previous statement

What is the actual meaning of ##\nabla_{\nu} \nabla_{\mu}f## ?
Thanks.
The first derivative produces a one form, the second derivative is of that one form.
 
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  • #34
martinbn said:
The first derivative produces a one form, the second derivative is of that one form.
I think it is matter of notation: ##\nabla_{\nu}\nabla_{\mu}f## should be written as $$(\mathbf {\nabla} (\mathbf {\nabla} f))_{\nu \mu}$$ i.e. starting from a scalar field ##f## take the covariant derivative to get its gradient (1-form) then apply the covariant derivative again. You get a (0,2) tensor. Fix a basis ##\{\mathbf e_{\alpha}\}## in the tangent space at any point and insert basis vectors in order into the (0,2) tensor "slots" (i.e. do the contractions). This way you get the ##\nu,\mu## components of the (0,2) tensor in that basis.

Now it makes sense what is going on in post #4: since on manifolds the Connection coefficients in general do not vanish, the covariant derivative of the gradient doesn't result in second-order mixed partial derivatives of ##f##, hence the aforementioned expression doesn't commute in ##\nu, \mu##.
 
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  • #35
Btw, even in ##\mathbb R^n## if one picks a non-standard affine connection (i.e. a non Levi-Civita connection), then ##\nabla_{\nu} \nabla_{\mu}f## doesn't commute as well.
 
  • #36
cianfa72 said:
Btw, even in ##\mathbb R^n## if one picks a non-standard affine connection (i.e. a non Levi-Civita connection), then ##\nabla_{\nu} \nabla_{\mu}f## doesn't commute as well.
As long as the torsion is not zero.
 
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  • #37
Just for practice I did the explicit calculation. From here covariant derivative start from a 1-form ##\theta = \theta_{\eta}dx^{\eta}## written in the chart with coordinates ##\{ x^{\eta} \}##.

The gradient ##\nabla f## is by definition the 1-form/covector field ##\nabla f = \left ( \partial_{\mu} f \right ) dx^{\mu}##. Hence $$\nabla_{\nu} \nabla_{\mu} f = (\nabla \nabla f)_{\nu \mu} = \left ( \nabla ((\partial_{\eta}f) dx^{\eta}) \right )_{\nu \mu}= \left ( \partial_{\nu} \partial_{\mu}f - (\partial_{\eta}f)\Gamma^{\eta}_{ \mu \nu} \right ) dx^{\nu} \otimes dx^{\mu}$$
From the above we can see that whether the connection ##\Gamma## is symmetric in the lower indices (or vanish) in such coordinates (hence in all coordinates) then ##\nabla_{\nu} \nabla_{\mu} f = \nabla_{\mu} \nabla_{\nu} f## i.e. they commute.
 
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