How Do Orthogonal Vectors Determine Unique Scalar Coefficients?

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In summary, Orthogonal vectors are vectors that are not related to each other. You can use the dot product to find unique scalars that result in the vector A.
  • #1
nepenthe
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orthogonal vectors

Hello..Can someone help me with the following question?

Let F,G, and Z be nonzero vectors, each orthogonal to other two..Let A be any vector.Show that there are unique scalars x,y, and z such that A=xF+yG+zH.

Thank You..
 
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  • #2
You want to write an arbitrary vector A in terms F, G, and H as A=xF+yG+zH.
If you can find a formula for x,y,z in terms of A, F, G, and H then you have solved your problem, right? Hint: think about the dot product.
 
  • #3
hello..I thought about using dot product.But I couldn't apply to this problem..and I think the main problem is that I can't imagine this question in my head..
could you please give me the solution(just to understand the the process)..and also solution methods for these "show that or prove that" questions..what is the first thing that I have to think?

Thankk you..
 
  • #4
nepenthe said:
hello..I thought about using dot product.But I couldn't apply to this problem..and I think the main problem is that I can't imagine this question in my head..
could you please give me the solution(just to understand the the process)..and also solution methods for these "show that or prove that" questions..what is the first thing that I have to think?
Thankk you..

You "thought" about using the dot product? Why not just use it?

Do you know what "orthogonal" means? I suggest you look it up.
 
  • #5
First, because I couldn't solve this ploblem, I am here..

I know what orthogonal means..I wrote equations for dot product..But I have no idea how to show there are unique scalars? or why there are unique scalars x,y, and z??
 
  • #6
DO IT!
The best way to prove something exists is to show how to find it.
If A= xF+yG+zH, what is the dot product of both sides with F? Can you solve that equation for x?
 

FAQ: How Do Orthogonal Vectors Determine Unique Scalar Coefficients?

What is a vector?

A vector is a mathematical object that has both magnitude and direction. It is typically represented by an arrow pointing in the direction of its value and its length representing its magnitude.

What is orthogonality?

Orthogonality refers to the relationship between two vectors that are perpendicular to each other. This means that they form a 90-degree angle when placed together.

How do you determine if two vectors are orthogonal?

To determine if two vectors are orthogonal, you can use the dot product. If the dot product of two vectors is equal to 0, then they are orthogonal. This means that the vectors are perpendicular to each other and have no shared direction.

What is the importance of orthogonality in mathematics and science?

Orthogonality is important in mathematics and science because it allows us to describe and analyze the relationships between different vectors and their components. It also plays a crucial role in various applications such as computer graphics, signal processing, and quantum mechanics.

How can vectors and orthogonality be applied in real-world situations?

Vectors and orthogonality have many practical applications in fields such as engineering, physics, and computer science. For example, in engineering, vectors are used to represent forces and velocities, while orthogonality is crucial in designing structural supports and analyzing the stability of structures. In computer science, vectors are used in algorithms for data analysis and machine learning, while orthogonality is important in image and signal processing.

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