Reduce 3x3 Matrix to Scalor Quantity - Help Needed

In summary, the conversation discusses the need to reduce a 3x3 matrix representing a tensor to a scalar quantity. The matrix in question has nine elements and represents the values Ixx, Ixy, Ixz, Iyx, Iyy, Iyz, Izx, Izy, and Izz, taken from an outer coordinate system. The goal is to find a single value for the moment of inertia in order to aid in designing a wheel. The suggested method is to use the trace of the matrix, but further clarification is needed on the specific implementation.
  • #1
frasool
19
0
Hi
I have the following tensor and i need to reduce to a scalor quantity:
3 by 3 matrix
4150470.48 , 317.64, -353.42
317.64, 2047101.07,-1407556.61
-353.42, -1407566.61, 2284136.55

Please its urgent and any help would be greatly appreciated!
Regards
Faizan
 
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  • #2
First, a matrix is NOT a tensor- just as a sequence of numbers is not a vector. A matrix can represent a tensor but you have to have some tensor space structure and you haven't told us HOW that matrix represents a tensor (i.e. what basis you are using).

The simplest way derive a single number from a matrix is the contraction- in terms of a matrix representation, it is just the "trace": add the numbers on the main diagonal. But surely there is more to this than just getting some number from the matrix?
 
  • #3
hey thanks for ur reply!
I got these values from solidworks but for my wheel design i need a single value for the moment of inertia. The values i gave you represent Ixx Ixy Ixz and then Iyx Iyy Iyz and Izx Izy Izz. And it says these were taken from the outer coordinate system!. So its not just a matrix it is a tensor. Could you help me out with how to proceed with this problem !

Regards
Faizan
 

FAQ: Reduce 3x3 Matrix to Scalor Quantity - Help Needed

What is a 3x3 matrix?

A 3x3 matrix is a rectangular array of numbers arranged in rows and columns. It is commonly used in mathematics and science to represent a system of linear equations or transformations.

How do you reduce a 3x3 matrix to a scalar quantity?

To reduce a 3x3 matrix to a scalar quantity, you need to perform row operations until the matrix is in its reduced row echelon form. This is achieved by using elementary row operations such as multiplication, addition, and swapping rows.

Why is reducing a 3x3 matrix to a scalar quantity important?

Reducing a 3x3 matrix to a scalar quantity helps simplify complex systems of equations or transformations. It allows for easier computation and can provide important insights into the properties of the system.

What are the applications of reducing a 3x3 matrix to a scalar quantity?

Reducing a 3x3 matrix to a scalar quantity has many applications in various fields such as physics, engineering, and economics. It can be used to solve systems of linear equations, analyze transformations, and determine the properties of a system.

Are there any limitations to reducing a 3x3 matrix to a scalar quantity?

Yes, there are limitations to reducing a 3x3 matrix to a scalar quantity. It can only be done for a square matrix with non-zero determinants. Additionally, it may not always be possible to reduce a matrix to a scalar quantity, depending on the complexity of the system.

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