Simple Linear Algebra question

So, the 0 in the lower left hand corner is fine, as long as the rest of the matrix follows the pattern of zeros above the diagonal.
  • #1
ChEJosh
27
0
I have to do a LDL[tex]^{T}[/tex] transform of a symmetrical matrix:

[2 -1 0]
[-1 2 -1]
[0 -1 2]

And, I'm just wondering if I have to do a row exchange, or something. I can't remember if the L matrix has to have the form

[x 0 0]
[x x 0]
[x x x]

where the x's are nonzero numbers.

Basically, I'm asking if that 0 in the lower left hand corner is all right, and if I only need to eliminate the -1 at positions 2,3 and 1,2

Thank you.
 
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  • #2
Yes, L is, by definition, a "Lower Triangular" matrix. It must have only 0s above ther diagonal. It is not required that all other numbers not be 0.
 

FAQ: Simple Linear Algebra question

What is simple linear algebra?

Simple linear algebra is a branch of mathematics that deals with the study of linear equations and their representations in terms of matrices and vectors. It focuses on the properties and operations of these mathematical objects and their applications in various fields such as physics, economics, and engineering.

What are the basic concepts of simple linear algebra?

The basic concepts of simple linear algebra include vectors, matrices, linear transformations, and systems of linear equations. Vectors are quantities with magnitude and direction, while matrices are rectangular arrays of numbers that represent linear transformations. Linear transformations are operations that map vectors to other vectors, and systems of linear equations involve multiple equations with multiple variables.

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Simple linear algebra plays a crucial role in various areas of science and technology. It is used in solving problems related to physics, engineering, computer graphics, and data analysis. It also serves as a foundation for more complex mathematical concepts and techniques.

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Simple linear algebra has numerous applications in real-life situations. For example, it is used in GPS navigation systems to calculate distances and determine routes. It is also employed in economics to model and analyze supply and demand relationships. In computer graphics, it is used to create 3D animations and special effects.

What are the common operations in simple linear algebra?

The common operations in simple linear algebra include addition, subtraction, scalar multiplication, matrix multiplication, and matrix inversion. Addition and subtraction of vectors and matrices follow the same rules as in basic arithmetic. Scalar multiplication involves multiplying a vector or matrix by a single number. Matrix multiplication is a more complex operation that combines two matrices to create a new one. Matrix inversion is the process of finding the matrix that, when multiplied by the original matrix, results in the identity matrix.

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