Difference between revisions of "Canonical linear map"

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* [[Example:Canonical linear isomorphism between a one dimensional vector space and its field]]}}
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==Definition==
 
==Definition==
 
A ''canonical'' [[Linear map|linear map]], or ''natural'' linear map, is a linear map that can be stated independently of any [[Basis|basis]].<ref>Linear Algebra via Exterior Algebra - Sergei Wintzki</ref>
 
A ''canonical'' [[Linear map|linear map]], or ''natural'' linear map, is a linear map that can be stated independently of any [[Basis|basis]].<ref>Linear Algebra via Exterior Algebra - Sergei Wintzki</ref>

Latest revision as of 05:54, 7 December 2016

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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 (V,F) (for some field F) the linear map given by:

  • 1V:VV given by 1V:vv is a canonical isomorphism from V to itself.
    because it maps v to v irrespective of basis

Projection of direct sum

Consider the vector space VW where denotes the external direct sum of vector spaces. The projections defined by:

  • 1V:VWV with 1V:(v,w)v
  • PV:VWVW with PV:(v,w)(v,0w)
  • 1W:VWW with 1W:(v,w)w
  • PW:VWVW with PW:(v,w)(0v,w)

are all canonical linear maps

References

  1. Jump up Linear Algebra via Exterior Algebra - Sergei Wintzki