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Question: Assume thatV:F=nand that the following conditions are equivalent :

(i){v1,.....vn}spans Vover F.

(ii){v1,.....vn}is linearly independent V over F.

(iii){v1,.....vn}is a basis of Vover F

Short Answer

Expert verified

Answer

(i)v1,.....vnspans Vover F.

(ii)v1,.....vnis linearly independent V over F.

(iii)v1,.....vnis a basis of Vover F

Step by step solution

01

 (i)⇒(ii)

GivendimvF=n=v:F

Let v1,v2,.........vnspan over .

Supposev1,v2,.........vn is not linearly independent, and we know that minimum spaning and maximum linearly independent set from a basis.

.dimvF<n

Which is a contradiction.

Hencev1,v2,.........vn is linearly independent.

Hence (i) to (ii) is proved.

02

(ii)⇒(iii)

Let v1,v2,.........vnis linearly independent.

Supposev1,v2,.........vn does not span V.

dimvF=v:F>n

This is again a contradiction.

Hence v1,v2,.........vnspan V

it Is proved.

03

Step 3:(iii)⇒(i)

Let v1,v2,.........vnis a basis for.

v1,v2,.........vnspan and linearly independent also.

(iii)(i)

Hence All are equivalent.

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