Divergence of a vector field is a scalar field?

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SUMMARY

The divergence of a vector field in three-dimensional space (E3) is indeed a scalar field. To demonstrate this, one must show that the divergence operator is invariant under rotation transformations. The transformation of coordinates is given by xi' = aijxj and the vector field transforms as V'i(x) = aijVj(x). The equality of the divergence under these transformations can be proven using the chain rule, leading to the conclusion that ∂V'i(x)/∂x'i = ∂Vi(x)/∂xi.

PREREQUISITES
  • Understanding of vector calculus, specifically divergence
  • Familiarity with coordinate transformations in E3
  • Knowledge of the chain rule in multivariable calculus
  • Basic concepts of tensor notation and linear transformations
NEXT STEPS
  • Study the properties of divergence in vector fields
  • Research coordinate transformations and their effects on vector fields
  • Learn about the chain rule in multivariable calculus
  • Explore the implications of scalar fields in physics and engineering
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Mathematicians, physicists, and engineering students interested in vector calculus and the properties of vector fields in three-dimensional space.

merrypark3
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Hello.

How can I show the Divergence of a vector field is a scalar field(in E^{3}) ?
Should I show that Div is invariant under rotation?

x^{i'}=a^{ij}x^{j},V^{'}_{i}(\stackrel{\rightarrow}{x})=a_{ij}v_{j}(\stackrel{\rightarrow}{x})

then

\frac{\partial V^{'}_{i}(\stackrel{\rightarrow}{x})}{\partial x^{'i}}=\frac{\partial(a_{ij}V_{j} (\stackrel{\rightarrow}{x})) }{\partial(a^{ij} x^{j} ) } = \frac{\partial V_{i} (\stackrel{\rightarrow}{x})}{\partial x^{i}}

How can I prove the last equality?
 
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Start with the dot product of the del operator with the vector field; this is the expression for divergence.
 
merrypark3 said:
Hello.

How can I show the Divergence of a vector field is a scalar field(in E^{3}) ?
Should I show that Div is invariant under rotation?

x^{i'}=a^{ij}x^{j},V^{'}_{i}(\stackrel{\rightarrow}{x})=a_{ij}v_{j}(\stackrel{\rightarrow}{x})

then

\frac{\partial V^{'}_{i}(\stackrel{\rightarrow}{x})}{\partial x^{'i}}=\frac{\partial(a_{ij}V_{j} (\stackrel{\rightarrow}{x})) }{\partial(a^{ij} x^{j} ) } = \frac{\partial V_{i} (\stackrel{\rightarrow}{x})}{\partial x^{i}}

How can I prove the last equality?
Use the chain rule to express the derivative with respect to x'i in terms of the derivatives with respect to the unprimed coordinates.
 

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