What is the Dimension of the Intersection of Two Kernels in a Vector Space?

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SUMMARY

The dimension of the intersection of two kernels, N_1 and N_2, of linear transformations T_1 and T_2 from a vector space V to a field F, is determined to be n-2, given that N_1 and N_2 are distinct and both have dimensions of n-1. The relationship dim(A+B) = dimA + dimB - dim(A intersection B) is utilized to derive this conclusion. The analysis confirms that since N_1 and N_2 are not equal, the intersection cannot equal n-1, thus establishing the dimension of the intersection as n-2.

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  • Understanding of linear transformations and their kernels
  • Familiarity with vector space dimensions
  • Knowledge of the dimension formula for the sum of subspaces
  • Basic concepts of linear algebra, particularly regarding intersections of subspaces
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daniel_i_l
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Homework Statement


Given transformations T_1, T_2:V->F where V is a vector space with the dimension n over the field F, T_1 , T_2 =/= 0. If N_1 = KerT_1 , N_2 = KerT_2 and N_1 =/= N_2 find dim(N_1 intersection N_2)


Homework Equations



dim(A+B) = dimA + dimB - dim(A intersection B)

The Attempt at a Solution


First of all, dimImT_1 = dimImT_2 = 1 so N_1 = N_2 = n-1.
Also, N_1 + N_2 in V so
dim(N_1 + N_2) = n-1+n-1-dim(N_1 intersection N_2)
<= n and so we get that dim(N_1 intersection N_2) >= n-2.
But since N_1 intersection N_2 in N_1 we get
n-1 >= dim(N_1 intersection N_2) >= n-2. But since N_1 =/= N_2 obviously
dim(N_1 intersection N_2) =/= n-1 and so dim(N_1 intersection N_2) =n-2.
Is that right? Did I leave out any important step?
Thanks.
 
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daniel_i_l said:

Homework Statement


Given transformations T_1, T_2:V->F where V is a vector space with the dimension n over the field F, T_1 , T_2 =/= 0. If N_1 = KerT_1 , N_2 = KerT_2 and N_1 =/= N_2 find dim(N_1 intersection N_2)


Homework Equations



dim(A+B) = dimA + dimB - dim(A intersection B)

The Attempt at a Solution


First of all, dimImT_1 = dimImT_2 = 1 so N_1 = N_2 = n-1.
Why is that true? What if T_1 were the identity transformation? How do you conclude that the dimension of the image of an arbitrary non-trivial linear transformation is 1 no matter what n is?

Also, N_1 + N_2 in V so
dim(N_1 + N_2) = n-1+n-1-dim(N_1 intersection N_2)
<= n and so we get that dim(N_1 intersection N_2) >= n-2.
But since N_1 intersection N_2 in N_1 we get
n-1 >= dim(N_1 intersection N_2) >= n-2. But since N_1 =/= N_2 obviously
dim(N_1 intersection N_2) =/= n-1 and so dim(N_1 intersection N_2) =n-2.
Is that right? Did I leave out any important step?
Thanks.
Think about this special case: V= R3, T_1(x,y,z)= (x,y,z) and T_2= (x, y, 0). What are N_1 and N_2?
 
Sorry, I meant that both T_1 and T_2 are from V to F:
T_1:V->F
T_2:V->F
Thanks.
 

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