Exam 4: Subspaces

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Let A be an m×nmatrix, and B an m×rmatrix. Then the range of AB is a subspace of the range of

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Find bases for the column space of A, the row space of A, and the null space of A. Find bases for the column space of A, the row space of A, and the null space of A.

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Column space basis:
Column space basis:       ; row space basis:       ; null space basis:
; row space basis:
Column space basis:       ; row space basis:       ; null space basis:
; null space basis:
Column space basis:       ; row space basis:       ; null space basis:

Determine if S is a subspace of R3, where S is the subset consisting of all vectors Determine if S is a subspace of R<sup>3</sup>, where S is the subset consisting of all vectors     where      . where Determine if S is a subspace of R<sup>3</sup>, where S is the subset consisting of all vectors     where      . .

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S is not a subspace.

Expand the given set to form a basis for R3. Expand the given set to form a basis for R<sup>3</sup>.

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Suppose that A is a Suppose that A is a     matrix, and that B is an equivalent matrix in echelon form. If B has     pivot columns, what is      ? matrix, and that B is an equivalent matrix in echelon form. If B has Suppose that A is a     matrix, and that B is an equivalent matrix in echelon form. If B has     pivot columns, what is      ? pivot columns, what is Suppose that A is a     matrix, and that B is an equivalent matrix in echelon form. If B has     pivot columns, what is      ? ?

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Let Let     for the matrix A. Determine if the vector b is in the kernel of T and if the vector c is in the range of T.  for the matrix A. Determine if the vector b is in the kernel of T and if the vector c is in the range of T. Let     for the matrix A. Determine if the vector b is in the kernel of T and if the vector c is in the range of T.

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Find bases for the column space of A, the row space of A, and the null space of A. Find bases for the column space of A, the row space of A, and the null space of A.

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Suppose that A is a Suppose that A is a     matrix and that      . If      , what is the dimension of the kernel of T ? matrix and that Suppose that A is a     matrix and that      . If      , what is the dimension of the kernel of T ? . If Suppose that A is a     matrix and that      . If      , what is the dimension of the kernel of T ? , what is the dimension of the kernel of T ?

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Suppose that Suppose that     is a     matrix. If the dimension of     is      , what are the dimensions of     and      ? is a Suppose that     is a     matrix. If the dimension of     is      , what are the dimensions of     and      ? matrix. If the dimension of Suppose that     is a     matrix. If the dimension of     is      , what are the dimensions of     and      ? is Suppose that     is a     matrix. If the dimension of     is      , what are the dimensions of     and      ? , what are the dimensions of Suppose that     is a     matrix. If the dimension of     is      , what are the dimensions of     and      ? and Suppose that     is a     matrix. If the dimension of     is      , what are the dimensions of     and      ? ?

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If E is an If E is an     elementary matrix and A is an     matrix, then the subspace spanned by the columns of A is the same as the subspace spanned by the columns of EA. elementary matrix and A is an If E is an     elementary matrix and A is an     matrix, then the subspace spanned by the columns of A is the same as the subspace spanned by the columns of EA. matrix, then the subspace spanned by the columns of A is the same as the subspace spanned by the columns of EA.

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Let A be an Let A be an     invertible matrix, let b be an     column vector. Let S be the set of all vectors x such that      . Then S is a subspace of R<sup>n</sup>. invertible matrix, let b be an Let A be an     invertible matrix, let b be an     column vector. Let S be the set of all vectors x such that      . Then S is a subspace of R<sup>n</sup>. column vector. Let S be the set of all vectors x such that Let A be an     invertible matrix, let b be an     column vector. Let S be the set of all vectors x such that      . Then S is a subspace of R<sup>n</sup>. . Then S is a subspace of Rn.

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Find the change of basis matrix from B2 to B1. Find the change of basis matrix from B<sub>2</sub> to B<sub>1</sub>.

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Suppose that A is a Suppose that A is a     matrix. If the dimension of     is      , and the dimension of     is      , what is      ? matrix. If the dimension of Suppose that A is a     matrix. If the dimension of     is      , and the dimension of     is      , what is      ? is Suppose that A is a     matrix. If the dimension of     is      , and the dimension of     is      , what is      ? , and the dimension of Suppose that A is a     matrix. If the dimension of     is      , and the dimension of     is      , what is      ? is Suppose that A is a     matrix. If the dimension of     is      , and the dimension of     is      , what is      ? , what is Suppose that A is a     matrix. If the dimension of     is      , and the dimension of     is      , what is      ? ?

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Find the change of basis matrix from B1 to B2. Find the change of basis matrix from B<sub>1</sub> to B<sub>2</sub>.

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If A and B are equivalent matrices, then If A and B are equivalent matrices, then      . .

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Find a basis for the null space of the given matrix A and give Find a basis for the null space of the given matrix A and give      .   . Find a basis for the null space of the given matrix A and give      .

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Find a basis for the given subspace S by deleting linearly dependent vectors, and give the dimension of S. No actual computation is needed. Find a basis for the given subspace S by deleting linearly dependent vectors, and give the dimension of S. No actual computation is needed.

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If A is an If A is an     matrix such that      , then      . matrix such that If A is an     matrix such that      , then      . , then If A is an     matrix such that      , then      . .

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Convert the coordinate vector Convert the coordinate vector     from the given basis B to the standard basis.   from the given basis B to the standard basis. Convert the coordinate vector     from the given basis B to the standard basis.

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If If     and     are subspaces of R<sup>n</sup>, with      , then     is a subset of      . and If     and     are subspaces of R<sup>n</sup>, with      , then     is a subset of      . are subspaces of Rn, with If     and     are subspaces of R<sup>n</sup>, with      , then     is a subset of      . , then If     and     are subspaces of R<sup>n</sup>, with      , then     is a subset of      . is a subset of If     and     are subspaces of R<sup>n</sup>, with      , then     is a subset of      . .

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