Difference between revisions of "Canonical linear map"

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(Created page with "==Definition== A ''canonical'' linear map, or ''natural'' linear map, is a linear map that can be stated independently of any basis.<ref>Linear Algebr...")
 
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* <math>1_V:V\oplus W\rightarrow V</math> with <math>1_V:(v,w)\mapsto v</math>  
 
* <math>1_V:V\oplus W\rightarrow V</math> with <math>1_V:(v,w)\mapsto v</math>  
 
* <math>P_V:V\oplus W\rightarrow V\oplus W</math> with <math>P_V:(v,w)\mapsto (v,0_w)</math>
 
* <math>P_V:V\oplus W\rightarrow V\oplus W</math> with <math>P_V:(v,w)\mapsto (v,0_w)</math>
* <math>1_V:V\oplus W\rightarrow W</math> with <math>1_W:(v,w)\mapsto w</math>  
+
* <math>1_W:V\oplus W\rightarrow W</math> with <math>1_W:(v,w)\mapsto w</math>  
* <math>P_V:V\oplus W\rightarrow V\oplus W</math> with <math>P_W:(v,w)\mapsto (0_v,w)</math>
+
* <math>P_W:V\oplus W\rightarrow V\oplus W</math> with <math>P_W:(v,w)\mapsto (0_v,w)</math>
 
are all ''canonical'' linear maps
 
are all ''canonical'' linear maps
 +
 
==References==
 
==References==
 
<references/>
 
<references/>
  
 
{{Definition|Linear Algebra|Abstract Algebra}}
 
{{Definition|Linear Algebra|Abstract Algebra}}

Revision as of 18:15, 1 June 2015

Definition

A canonical linear map, or natural linear map, is a linear map that can be stated independently of any basis.[1]

Examples

Identity

Given a vector space [ilmath](V,F)[/ilmath] (for some field [ilmath]F[/ilmath]) the linear map given by:

  • [math]1_V:V\rightarrow V[/math] given by [math]1_V:v\mapsto v[/math] is a canonical isomorphism from [ilmath]V[/ilmath] to itself.
    because it maps [ilmath]v[/ilmath] to [ilmath]v[/ilmath] irrespective of basis

Projection of direct sum

Consider the vector space [ilmath]V\oplus W[/ilmath] where [ilmath]\oplus[/ilmath] denotes the direct sum of vector spaces. The projections defined by:

  • [math]1_V:V\oplus W\rightarrow V[/math] with [math]1_V:(v,w)\mapsto v[/math]
  • [math]P_V:V\oplus W\rightarrow V\oplus W[/math] with [math]P_V:(v,w)\mapsto (v,0_w)[/math]
  • [math]1_W:V\oplus W\rightarrow W[/math] with [math]1_W:(v,w)\mapsto w[/math]
  • [math]P_W:V\oplus W\rightarrow V\oplus W[/math] with [math]P_W:(v,w)\mapsto (0_v,w)[/math]

are all canonical linear maps

References

  1. Linear Algebra via Exterior Algebra - Sergei Wintzki