What Is the General Formula for Q in Multivariable Calculus?

In summary, the conversation discusses changing variables in a scalar function with the use of an invertible matrix. The chain rule is used to compute the formula for matrix Q.
  • #1
evilcman
41
2
I have a scalar function f dependent on a few variables $x_i$, and I would like to change variables, so that [tex]y_i = \sum_j {M_{ij} x_j},[/tex] where M is an invertible matrix independent of the x_i-s, and compute:
[tex]
\frac{\partial f}{\partial x_i} = \frac{\partial f}{\partial \left( \sum_j {M^{-1}_{ij} y_j} \right)} = \sum_j Q_{ij} \frac{\partial f}{\partial y_j}
[/tex]

I suggest that the last identity is true for some matrix Q. Is there a general formula for Q?
 
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  • #2
by the chain rule
[tex]
\frac{\partial f}{\partial x_i} = \sum_j \frac{\partial y_j}{\partial x_i} \frac{\partial f}{\partial y_j}= \sum_j Q_{ij} \frac{\partial f}{\partial y_j}
[/tex]
so
[tex]Q_{ij}=\frac{\partial y_j}{\partial x_i}[/tex]

"I suggest that the last identity is true for some matrix Q. Is there a general formula for Q?"

It is, use the chain rule to compute it. It is obvious.
 
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FAQ: What Is the General Formula for Q in Multivariable Calculus?

1. What is multivariable calculus?

Multivariable calculus is a branch of mathematics that deals with functions of multiple variables. It extends single-variable calculus to functions of more than one variable.

What are some real-world applications of multivariable calculus?

Multivariable calculus is used in various fields such as physics, engineering, economics, and statistics. Some examples of real-world applications include determining optimal solutions in economics, predicting the motion of planets in physics, and analyzing data in statistics.

What are the main concepts in multivariable calculus?

The main concepts in multivariable calculus include partial derivatives, multiple integrals, vector calculus, and optimization. These concepts are used to solve problems involving functions of multiple variables.

What is the difference between single-variable calculus and multivariable calculus?

Single-variable calculus deals with functions of a single variable, while multivariable calculus deals with functions of more than one variable. In single-variable calculus, we study topics such as limits, derivatives, and integrals. In multivariable calculus, we extend these concepts to functions with multiple variables.

What are some tips for studying multivariable calculus?

Some tips for studying multivariable calculus include understanding the basic concepts of single-variable calculus, practicing problem-solving, and visualizing concepts using graphs and diagrams. It is also helpful to review the material regularly and seek help from a tutor or professor if needed.

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