Difference between revisions of "Linear map/Definition"

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* <math>T(\lambda x)=\lambda T(x)</math>
 
* <math>T(\lambda x)=\lambda T(x)</math>
 
Or indeed:
 
Or indeed:
* <math>T(x+\lambda y)=T(x)+\lambda T(y)</math>
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* <math>T(x+\lambda y)=T(x)+\lambda T(y)</math><ref>Linear Algebra via Exterior Products - Sergei Winitzki</ref><noinclude>
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==References==
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<references/>
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</noinclude>

Latest revision as of 10:34, 12 June 2015

Given two vector spaces [ilmath](U,F)[/ilmath] and [ilmath](V,F)[/ilmath] (it is important that they are over the same field) we say that a map, [math]T:(U,F)\rightarrow(V,F)[/math] or simply [math]T:U\rightarrow V[/math] (because mathematicians are lazy), is a linear map if:

  • [math]\forall \lambda,\mu\in F[/math] and [math]\forall x,y\in U[/math] we have [math]T(\lambda x+\mu y) = \lambda T(x) + \mu T(y)[/math]

Which is eqivalent to the following:

  • [math]T(x+y)=T(x)+T(y)[/math]
  • [math]T(\lambda x)=\lambda T(x)[/math]

Or indeed:

  • [math]T(x+\lambda y)=T(x)+\lambda T(y)[/math][1]

References

  1. Linear Algebra via Exterior Products - Sergei Winitzki