Linear algebra normalising a vector?

Click For Summary
SUMMARY

The discussion focuses on the normalization of a vector V = (x1, y1, z1) in linear algebra. The normalized components x1', y1', and z1' are defined as x1' = x1/sqrt(x1² + y1² + z1²), y1' = y1/sqrt(x1² + y1² + z1²), and z1' = z1/sqrt(x1² + y1² + z1²). These components represent the unit vector parallel to V, commonly referred to as direction cosines. The norm of the vector is calculated as |\vec V| = sqrt(x1² + y1² + z1²).

PREREQUISITES
  • Understanding of vector normalization
  • Familiarity with unit vectors
  • Knowledge of mathematical notation for vectors
  • Basic concepts of Euclidean space
NEXT STEPS
  • Study the properties of unit vectors in linear algebra
  • Learn about the geometric interpretation of direction cosines
  • Explore vector operations in three-dimensional space
  • Investigate applications of normalized vectors in computer graphics
USEFUL FOR

Students studying linear algebra, mathematicians, and professionals in fields requiring vector analysis, such as physics and computer graphics.

Chadlee88
Messages
40
Reaction score
0

Homework Statement



Let the vector V = (x1,y1,z1)

x1' = x1/sqrt(x1^2 + y1^2 + z1^2)
y1' = x1/sqrt(x1^2 + y1^2 + z1^2)
z1' = x1/sqrt(x1^2 + y1^2 + z1^2)

What do you call x1', y1' and z1' in mathematics terms?

is x1' the norm of x1 and y1' the norm of y1?

Thanx



Homework Equations





The Attempt at a Solution

 
Physics news on Phys.org
No. x1', y1', and z1' are the x, y, and z components, respectively, of the normalized vector- the unit vector parallel to V.
 
If \vec V = \langle a,b,c \rangle is a vector and
|\vec V| = \sqrt{a^2 + b^2 + c^2}
is its length, or norm, then the vector
\hat V = \frac 1 {|\vec V|}\ \vec V = \langle \frac a {\sqrt{a^2 + b^2 + c^2}},\frac b {\sqrt{a^2 + b^2 + c^2}},\frac c {\sqrt{a^2 + b^2 + c^2}}\rangle
is called a unit vector. The components of this unit vector are sometimes called the direction cosines of \vec V.
 
Chadlee88 said:

Homework Statement



Let the vector V = (x1,y1,z1)

x1' = x1/sqrt(x1^2 + y1^2 + z1^2)
y1' = x1/sqrt(x1^2 + y1^2 + z1^2)
z1' = x1/sqrt(x1^2 + y1^2 + z1^2)
I assume you mean
y1' = y1/sqrt(x1^2 + y1^2 + z1^2)
z1' = z1/sqrt(x1^2 + y1^2 + z1^2)
rather than having "x1" as every numerator.

What do you call x1', y1' and z1' in mathematics terms?

is x1' the norm of x1 and y1' the norm of y1?

Thanx



Homework Equations





The Attempt at a Solution

 

Similar threads

Replies
17
Views
3K
Replies
11
Views
10K
  • · Replies 6 ·
Replies
6
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
2
Views
2K
  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 14 ·
Replies
14
Views
4K
  • · Replies 4 ·
Replies
4
Views
11K
  • · Replies 2 ·
Replies
2
Views
1K