Partial derivative of inner product in Einstein Notation

In summary: However, in most other coordinate systems, the metric is ##{\rm diag}(1,1,1,-1)## and so ##\partial^{\mu} g^{cb} = 0##.In summary, the expression for $$\partial^\mu x^2$$ in Einstein notation is incorrect as the indices are not raised or lowered correctly. The correct way to approach the problem is to rewrite one of the terms in terms of the other using the metric, and then use the product rule to differentiate. In a cartesian coordinate system, the result is the same as the incorrect expression, but in other coordinate systems, it differs due to the non-identity metric.
  • #1
Loberg
1
0

Homework Statement


Can someone please check my working, as I am new to Einstein notation:
Calculate $$\partial^\mu x^2.$$

Homework Equations


3. The Attempt at a Solution [/B]
\begin{align*}
\partial^\mu x^2 &= \partial^\mu(x_\nu x^\nu) \\
&= x^a\partial^\mu x_a + x_b\partial^\mu x^b \ \ \text{(by product rule and relabelling indices)} \\
&=x^a\delta_\mu^a + x_b\delta_\mu^b \\
&=2x_\mu.
\end{align*}
I'm not sure is the expression in the second term of the second line is correct, as the partial is with respect to the covariant vector but the argument is a contravariant vector.
 
Physics news on Phys.org
  • #2
A useful tip to keep in mind is that indices keep their position (upper or lower) unless they are raised or lowered by a metric. So the equality that you wrote,
[tex]x^a\partial^\mu x_a + x_b\partial^\mu x^b =x^a\delta_\mu^a + x_b\delta_\mu^b,[/tex] is clearly not correct.

Firstly, ##\partial^{\mu} x_{a} = \delta_{a}^{\mu}## (notice that ##\mu## stays upper and ##a## stays lower).

Next, you cannot simply perform the derivative ##\partial^{\mu} x^{b}## directly because the derivative is with respect to the contravariant component. So the correct way to go about doing it is to rewrite ##x^{b} = g^{cb} x_{c}##, so that ##\partial^{\mu} x^{b} = g^{cb} \partial^{\mu} x_{c} +x_{c} \partial^{\mu}g^{cb} ##. In a cartesian coordinate system, the metric is just identity and so we get the same result as you do.
 

Related to Partial derivative of inner product in Einstein Notation

What is the definition of partial derivative of inner product in Einstein Notation?

In mathematics, the partial derivative of an inner product in Einstein Notation is a mathematical operation that calculates the rate of change of the inner product with respect to one of its variables, while holding all other variables constant.

How is the partial derivative of inner product in Einstein Notation calculated?

The partial derivative of an inner product in Einstein Notation is calculated by taking the derivative of the inner product with respect to the variable of interest, while treating the other variables as constants. This is denoted by the symbol ∂.

What is the significance of using Einstein Notation in calculating partial derivatives of inner products?

Einstein Notation is a compact and efficient way to represent mathematical expressions involving multiple variables. It simplifies the calculation of partial derivatives by eliminating the need for repeated summation symbols and indices.

Are there any rules or properties that govern the calculation of partial derivatives in Einstein Notation?

Yes, there are several rules and properties that govern the calculation of partial derivatives in Einstein Notation. These include the product rule, chain rule, and quotient rule, among others.

What are some real-world applications of using partial derivatives of inner products in Einstein Notation?

Partial derivatives of inner products in Einstein Notation are used in many fields of science and engineering, including physics, economics, and machine learning. They are particularly useful in optimization problems and for calculating rates of change in dynamic systems.

Similar threads

  • Calculus and Beyond Homework Help
Replies
15
Views
2K
Replies
9
Views
791
  • Differential Geometry
Replies
1
Views
2K
  • Calculus and Beyond Homework Help
Replies
8
Views
1K
  • Advanced Physics Homework Help
Replies
1
Views
492
  • Calculus and Beyond Homework Help
Replies
10
Views
1K
  • Special and General Relativity
Replies
8
Views
180
Replies
1
Views
1K
  • Special and General Relativity
4
Replies
124
Views
6K
  • Special and General Relativity
Replies
17
Views
1K
Back
Top