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''Vector Transformations:''
 
''Vector Transformations:''
  
A 'vector transformation' is a function that is performed on a vector. (i.e. f:V->W)
+
A ''vector transformation'' is a function that is performed on a vector. (i.e. f:V->W)
  
Examples:
+
f:(<math>\left(\begin{array}{c}a_1\\5&6&7&8\end{array}\right)</math>)
  
 
<math>\left(\begin{array}{cccc}1&2&3&4\\5&6&7&8\end{array}\right)</math>
 
<math>\left(\begin{array}{cccc}1&2&3&4\\5&6&7&8\end{array}\right)</math>
  
Linear Transformations:
+
''Linear Transformations:''
  
A function L:V->W is a linear transformation of V to W if the following are true:
+
A function L:V->W is a ''linear transformation'' of V to W if the following are true:
  
 
(1) L(u+v) = L(u) + L(v)
 
(1) L(u+v) = L(u) + L(v)
 
(2) L(c*u) = c*L(u)
 
(2) L(c*u) = c*L(u)
  
In other words, a linear transformation is a vector transformation that also meets (1) and (2).
+
In other words, a ''linear transformation'' is a ''vector transformation'' that also meets (1) and (2).
  
  

Revision as of 15:26, 14 December 2011

Linear Transformations and Isomorphisms

Vector Transformations:

A vector transformation is a function that is performed on a vector. (i.e. f:V->W)

f:($ \left(\begin{array}{c}a_1\\5&6&7&8\end{array}\right) $)

$ \left(\begin{array}{cccc}1&2&3&4\\5&6&7&8\end{array}\right) $

Linear Transformations:

A function L:V->W is a linear transformation of V to W if the following are true:

(1) L(u+v) = L(u) + L(v) (2) L(c*u) = c*L(u)

In other words, a linear transformation is a vector transformation that also meets (1) and (2).

Alumni Liaison

Basic linear algebra uncovers and clarifies very important geometry and algebra.

Dr. Paul Garrett