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Letis a basis of nIs the transformation T fromnto ngiven by

T(x)=[x]

linear? Justify your answer.

Short Answer

Expert verified

If is a basis ofnthen the transformation T fromn tongiven byT(x)=[x]

is linear.

Step by step solution

01

 Condition for a transformation T to be linear

A transformation T fromntonis called linear if and only if

  1. T(x+y)=T(x)+T(y)for all vectorsxandyin n.
  2. localid="1661169981986" T(kx)=kT(x)for all vectors xin nand all scalars k.
02

 Linearity of coordinates

If be a basis of a subspace V of nthen

  1. [x+y]=[x]+[y] for all vectors in V (1)
  2. kx=kxfor all vectorsx in V and all scalars k. (2)
03

  To prove T(x→)=[x]؏is linear

Since we have given

Tx=x (3)

Tx+y=x+yTx+y=x+yfrom1Tx+y=Tx+Tyfrom3

Now,

Tx=xTkx=kxTkx=kxfrom2Tkx=kTxfrom2

04

 Final Answer

Since the transformation T from nto nsuch that Tx=xwe have

1. T(x+y)=T(x)+T(y)for all vectors xandyin n.

2.localid="1661169997570" T(kx)=kT(x)for all vectors xin nand all scalars k.

This shows that the transformation T from nto nsuch that T(x)=[x]is linear.

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