Deck 7: Vector Spaces

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سؤال
Let V be the set of all vectors Let V be the set of all vectors   , where x is in R. Using the usual rules for vector addition and scalar multiplication in R<sup>2</sup>, determine if V is a vector space, and if not explain why.<div style=padding-top: 35px> , where x is in R. Using the usual rules for vector addition and scalar multiplication in R2, determine if V is a vector space, and if not explain why.
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سؤال
Let V be the set of all functions f : R Let V be the set of all functions f : R   R such that   . Using the usual rules for vector addition and scalar multiplication of functions, determine if V is a vector space, and if not explain why.<div style=padding-top: 35px> R such that Let V be the set of all functions f : R   R such that   . Using the usual rules for vector addition and scalar multiplication of functions, determine if V is a vector space, and if not explain why.<div style=padding-top: 35px> . Using the usual rules for vector addition and scalar multiplication of functions, determine if V is a vector space, and if not explain why.
سؤال
In the vector space In the vector space   , let S be the set of all functions f such that   . Determine if S is a subspace, and if not explain why.<div style=padding-top: 35px> , let S be the set of all functions f such that In the vector space   , let S be the set of all functions f such that   . Determine if S is a subspace, and if not explain why.<div style=padding-top: 35px> . Determine if S is a subspace, and if not explain why.
سؤال
In the vector space V of all differentiable functions In the vector space V of all differentiable functions   , let S be the set of all functions f such that   . Determine if S is a subspace of V, and if not explain why.<div style=padding-top: 35px> , let S be the set of all functions f such that In the vector space V of all differentiable functions   , let S be the set of all functions f such that   . Determine if S is a subspace of V, and if not explain why.<div style=padding-top: 35px> . Determine if S is a subspace of V, and if not explain why.
سؤال
In the vector space In the vector space   , let S be the set of all sequences   such that   . Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> , let S be the set of all sequences In the vector space   , let S be the set of all sequences   such that   . Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> such that In the vector space   , let S be the set of all sequences   such that   . Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> . Determine if S is a subspace of In the vector space   , let S be the set of all sequences   such that   . Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> , and if not explain why.
سؤال
In the vector space In the vector space   , let S be the set of all sequences   such that there exists some   such that   for all   (all eventually-zero sequences). Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> , let S be the set of all sequences In the vector space   , let S be the set of all sequences   such that there exists some   such that   for all   (all eventually-zero sequences). Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> such that there exists some In the vector space   , let S be the set of all sequences   such that there exists some   such that   for all   (all eventually-zero sequences). Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> such that In the vector space   , let S be the set of all sequences   such that there exists some   such that   for all   (all eventually-zero sequences). Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> for all In the vector space   , let S be the set of all sequences   such that there exists some   such that   for all   (all eventually-zero sequences). Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> (all eventually-zero sequences). Determine if S is a subspace of In the vector space   , let S be the set of all sequences   such that there exists some   such that   for all   (all eventually-zero sequences). Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> , and if not explain why.
سؤال
In the vector space In the vector space   , let S be the set of matrices A such that   . Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> , let S be the set of matrices A such that In the vector space   , let S be the set of matrices A such that   . Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> . Determine if S is a subspace of In the vector space   , let S be the set of matrices A such that   . Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> , and if not explain why.
سؤال
In the vector space In the vector space   , let S be the set of matrices A such that   . Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> , let S be the set of matrices A such that In the vector space   , let S be the set of matrices A such that   . Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> . Determine if S is a subspace of In the vector space   , let S be the set of matrices A such that   . Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> , and if not explain why.
سؤال
In the vector space In the vector space   , let S be the set of matrices A such that A is not invertible. Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> , let S be the set of matrices A such that A is not invertible. Determine if S is a subspace of In the vector space   , let S be the set of matrices A such that A is not invertible. Determine if S is a subspace of   , and if not explain why.<div style=padding-top: 35px> , and if not explain why.
سؤال
Let V be a vector space with vector addition Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why.<div style=padding-top: 35px> and scalar multiplication Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why.<div style=padding-top: 35px> , and let W be a vector space with vector addition Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why.<div style=padding-top: 35px> and scalar multiplication Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why.<div style=padding-top: 35px> . Define Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why.<div style=padding-top: 35px> Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why.<div style=padding-top: 35px> , with addition Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why.<div style=padding-top: 35px> and scalar multiplication Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why.<div style=padding-top: 35px> . Determine if Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why.<div style=padding-top: 35px> is a vector space, and if not explain why.
سؤال
The set V of all nonnegative real numbers, using the usual rules for vector addition and scalar multiplication in R, is a vector space.
سؤال
If V is a vector space and If V is a vector space and   for all vectors v and w in V, then V consists of only the zero vector.<div style=padding-top: 35px> for all vectors v and w in V, then V consists of only the zero vector.
سؤال
For every For every   , the set   of all polynomials of degree less than or equal to n is a subspace of   .<div style=padding-top: 35px> , the set For every   , the set   of all polynomials of degree less than or equal to n is a subspace of   .<div style=padding-top: 35px> of all polynomials of degree less than or equal to n is a subspace of For every   , the set   of all polynomials of degree less than or equal to n is a subspace of   .<div style=padding-top: 35px> .
سؤال
If If   then the polynomial space   is a subspace of   .<div style=padding-top: 35px> then the polynomial space If   then the polynomial space   is a subspace of   .<div style=padding-top: 35px> is a subspace of If   then the polynomial space   is a subspace of   .<div style=padding-top: 35px> .
سؤال
If S is a subspace of the polynomial space If S is a subspace of the polynomial space   , then   for some m with   .<div style=padding-top: 35px> , then If S is a subspace of the polynomial space   , then   for some m with   .<div style=padding-top: 35px> for some m with If S is a subspace of the polynomial space   , then   for some m with   .<div style=padding-top: 35px> .
سؤال
Determine if Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> is in the subspace of Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> given by Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> .
سؤال
Determine if Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> is in the subspace of Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> given by Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> .
سؤال
Determine if Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> is in the subspace of Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> given by Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> .
سؤال
Determine if Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> is in the subspace of Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> given by Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> .
سؤال
Determine if Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> is in the subspace of Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> given by Determine if   is in the subspace of   given by   .<div style=padding-top: 35px> .
سؤال
Determine if the set of vectors Determine if the set of vectors   is linearly independent in   .<div style=padding-top: 35px> is linearly independent in Determine if the set of vectors   is linearly independent in   .<div style=padding-top: 35px> .
سؤال
Determine if the set of vectors Determine if the set of vectors   is linearly independent in   .<div style=padding-top: 35px> is linearly independent in Determine if the set of vectors   is linearly independent in   .<div style=padding-top: 35px> .
سؤال
Determine if the set of vectors Determine if the set of vectors   is linearly independent in   .<div style=padding-top: 35px> is linearly independent in Determine if the set of vectors   is linearly independent in   .<div style=padding-top: 35px> .
سؤال
Determine if the set of vectors Determine if the set of vectors   is linearly independent in P.<div style=padding-top: 35px> is linearly independent in P.
سؤال
Determine if the set of vectors Determine if the set of vectors   spans P.<div style=padding-top: 35px> spans P.
سؤال
If S spans a subspace of a vector space V, then S is linearly independent in V.
سؤال
If S is a linearly independent subset of a vector space V, then S spans V.
سؤال
If S is a linearly independent subset of a vector space V, but S does not span V, then there exists a vector v in V such that the set If S is a linearly independent subset of a vector space V, but S does not span V, then there exists a vector v in V such that the set   is also linearly independent.<div style=padding-top: 35px> is also linearly independent.
سؤال
If S spans a vector space V, but S is not linearly independent in V, then there exists a vector v in S such that the set difference If S spans a vector space V, but S is not linearly independent in V, then there exists a vector v in S such that the set difference   also spans V.<div style=padding-top: 35px> also spans V.
سؤال
Every vector space V has a finite set S which both spans V and is linearly independent in V.
سؤال
Determine if the set Determine if the set   is a basis for the vector space   .<div style=padding-top: 35px> is a basis for the vector space Determine if the set   is a basis for the vector space   .<div style=padding-top: 35px> .
سؤال
Determine if the given set is a basis for the vector space Determine if the given set is a basis for the vector space   .  <div style=padding-top: 35px> .
Determine if the given set is a basis for the vector space   .  <div style=padding-top: 35px>
سؤال
Determine if the given set is a basis for the vector space Determine if the given set is a basis for the vector space   .  <div style=padding-top: 35px> .
Determine if the given set is a basis for the vector space   .  <div style=padding-top: 35px>
سؤال
Find a basis for the subspace S of Find a basis for the subspace S of   consisting of all polynomials p satisfying   .<div style=padding-top: 35px> consisting of all polynomials p satisfying Find a basis for the subspace S of   consisting of all polynomials p satisfying   .<div style=padding-top: 35px> .
سؤال
Find a basis for the subspace S of Find a basis for the subspace S of   consisting of all linear transformations   such that   for some   diagonal matrix D.<div style=padding-top: 35px> consisting of all linear transformations Find a basis for the subspace S of   consisting of all linear transformations   such that   for some   diagonal matrix D.<div style=padding-top: 35px> such that
Find a basis for the subspace S of   consisting of all linear transformations   such that   for some   diagonal matrix D.<div style=padding-top: 35px> for some Find a basis for the subspace S of   consisting of all linear transformations   such that   for some   diagonal matrix D.<div style=padding-top: 35px> diagonal matrix D.
سؤال
Find a basis for the subspace S of P consisting of all even polynomials, that is, all polynomials p satisfying Find a basis for the subspace S of P consisting of all even polynomials, that is, all polynomials p satisfying   for all x.<div style=padding-top: 35px> for all x.
سؤال
Determine the dimension of the subspace S of Determine the dimension of the subspace S of   consisting of all symmetric matrices.<div style=padding-top: 35px> consisting of all symmetric matrices.
سؤال
Determine the dimension of the subspace S of Determine the dimension of the subspace S of   consisting of all matrices whose trace is 0.<div style=padding-top: 35px> consisting of all matrices whose trace is 0.
سؤال
Determine the dimension of the subspace S of Determine the dimension of the subspace S of   consisting of all matrices A such that  <div style=padding-top: 35px> consisting of all matrices A such that
Determine the dimension of the subspace S of   consisting of all matrices A such that  <div style=padding-top: 35px>
سؤال
Determine the dimension of the subspace S of Determine the dimension of the subspace S of   consisting of all sequences   such that the series   is convergent and satisfies   .<div style=padding-top: 35px> consisting of all sequences Determine the dimension of the subspace S of   consisting of all sequences   such that the series   is convergent and satisfies   .<div style=padding-top: 35px> such that the series Determine the dimension of the subspace S of   consisting of all sequences   such that the series   is convergent and satisfies   .<div style=padding-top: 35px> is convergent and satisfies Determine the dimension of the subspace S of   consisting of all sequences   such that the series   is convergent and satisfies   .<div style=padding-top: 35px> .
سؤال
If If   and   are subspaces of a vector space V and   , then   .<div style=padding-top: 35px> and If   and   are subspaces of a vector space V and   , then   .<div style=padding-top: 35px> are subspaces of a vector space V and If   and   are subspaces of a vector space V and   , then   .<div style=padding-top: 35px> , then If   and   are subspaces of a vector space V and   , then   .<div style=padding-top: 35px> .
سؤال
If If   and   are infinite-dimensional subspaces of a vector space V, then   .<div style=padding-top: 35px> and If   and   are infinite-dimensional subspaces of a vector space V, then   .<div style=padding-top: 35px> are infinite-dimensional subspaces of a vector space V, then If   and   are infinite-dimensional subspaces of a vector space V, then   .<div style=padding-top: 35px> .
سؤال
If If   and   are infinite-dimensional subspaces of a vector space V, then   is an infinite-dimensional subspace of V.<div style=padding-top: 35px> and If   and   are infinite-dimensional subspaces of a vector space V, then   is an infinite-dimensional subspace of V.<div style=padding-top: 35px> are infinite-dimensional subspaces of a vector space V, then If   and   are infinite-dimensional subspaces of a vector space V, then   is an infinite-dimensional subspace of V.<div style=padding-top: 35px> is an infinite-dimensional subspace of V.
سؤال
If every finite set S in a vector space V fails to span V, then If every finite set S in a vector space V fails to span V, then   .<div style=padding-top: 35px> .
سؤال
If every infinite set S in a vector space V is linearly dependent, then If every infinite set S in a vector space V is linearly dependent, then   .<div style=padding-top: 35px> .
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Deck 7: Vector Spaces
1
Let V be the set of all vectors Let V be the set of all vectors   , where x is in R. Using the usual rules for vector addition and scalar multiplication in R<sup>2</sup>, determine if V is a vector space, and if not explain why. , where x is in R. Using the usual rules for vector addition and scalar multiplication in R2, determine if V is a vector space, and if not explain why.
V is not a vector space, since it contains no zero vector.
2
Let V be the set of all functions f : R Let V be the set of all functions f : R   R such that   . Using the usual rules for vector addition and scalar multiplication of functions, determine if V is a vector space, and if not explain why. R such that Let V be the set of all functions f : R   R such that   . Using the usual rules for vector addition and scalar multiplication of functions, determine if V is a vector space, and if not explain why. . Using the usual rules for vector addition and scalar multiplication of functions, determine if V is a vector space, and if not explain why.
V is a vector space.
3
In the vector space In the vector space   , let S be the set of all functions f such that   . Determine if S is a subspace, and if not explain why. , let S be the set of all functions f such that In the vector space   , let S be the set of all functions f such that   . Determine if S is a subspace, and if not explain why. . Determine if S is a subspace, and if not explain why.
S is a subspace.
4
In the vector space V of all differentiable functions In the vector space V of all differentiable functions   , let S be the set of all functions f such that   . Determine if S is a subspace of V, and if not explain why. , let S be the set of all functions f such that In the vector space V of all differentiable functions   , let S be the set of all functions f such that   . Determine if S is a subspace of V, and if not explain why. . Determine if S is a subspace of V, and if not explain why.
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5
In the vector space In the vector space   , let S be the set of all sequences   such that   . Determine if S is a subspace of   , and if not explain why. , let S be the set of all sequences In the vector space   , let S be the set of all sequences   such that   . Determine if S is a subspace of   , and if not explain why. such that In the vector space   , let S be the set of all sequences   such that   . Determine if S is a subspace of   , and if not explain why. . Determine if S is a subspace of In the vector space   , let S be the set of all sequences   such that   . Determine if S is a subspace of   , and if not explain why. , and if not explain why.
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6
In the vector space In the vector space   , let S be the set of all sequences   such that there exists some   such that   for all   (all eventually-zero sequences). Determine if S is a subspace of   , and if not explain why. , let S be the set of all sequences In the vector space   , let S be the set of all sequences   such that there exists some   such that   for all   (all eventually-zero sequences). Determine if S is a subspace of   , and if not explain why. such that there exists some In the vector space   , let S be the set of all sequences   such that there exists some   such that   for all   (all eventually-zero sequences). Determine if S is a subspace of   , and if not explain why. such that In the vector space   , let S be the set of all sequences   such that there exists some   such that   for all   (all eventually-zero sequences). Determine if S is a subspace of   , and if not explain why. for all In the vector space   , let S be the set of all sequences   such that there exists some   such that   for all   (all eventually-zero sequences). Determine if S is a subspace of   , and if not explain why. (all eventually-zero sequences). Determine if S is a subspace of In the vector space   , let S be the set of all sequences   such that there exists some   such that   for all   (all eventually-zero sequences). Determine if S is a subspace of   , and if not explain why. , and if not explain why.
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7
In the vector space In the vector space   , let S be the set of matrices A such that   . Determine if S is a subspace of   , and if not explain why. , let S be the set of matrices A such that In the vector space   , let S be the set of matrices A such that   . Determine if S is a subspace of   , and if not explain why. . Determine if S is a subspace of In the vector space   , let S be the set of matrices A such that   . Determine if S is a subspace of   , and if not explain why. , and if not explain why.
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8
In the vector space In the vector space   , let S be the set of matrices A such that   . Determine if S is a subspace of   , and if not explain why. , let S be the set of matrices A such that In the vector space   , let S be the set of matrices A such that   . Determine if S is a subspace of   , and if not explain why. . Determine if S is a subspace of In the vector space   , let S be the set of matrices A such that   . Determine if S is a subspace of   , and if not explain why. , and if not explain why.
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9
In the vector space In the vector space   , let S be the set of matrices A such that A is not invertible. Determine if S is a subspace of   , and if not explain why. , let S be the set of matrices A such that A is not invertible. Determine if S is a subspace of In the vector space   , let S be the set of matrices A such that A is not invertible. Determine if S is a subspace of   , and if not explain why. , and if not explain why.
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10
Let V be a vector space with vector addition Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why. and scalar multiplication Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why. , and let W be a vector space with vector addition Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why. and scalar multiplication Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why. . Define Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why. Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why. , with addition Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why. and scalar multiplication Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why. . Determine if Let V be a vector space with vector addition   and scalar multiplication   , and let W be a vector space with vector addition   and scalar multiplication   . Define     , with addition   and scalar multiplication   . Determine if   is a vector space, and if not explain why. is a vector space, and if not explain why.
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11
The set V of all nonnegative real numbers, using the usual rules for vector addition and scalar multiplication in R, is a vector space.
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12
If V is a vector space and If V is a vector space and   for all vectors v and w in V, then V consists of only the zero vector. for all vectors v and w in V, then V consists of only the zero vector.
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13
For every For every   , the set   of all polynomials of degree less than or equal to n is a subspace of   . , the set For every   , the set   of all polynomials of degree less than or equal to n is a subspace of   . of all polynomials of degree less than or equal to n is a subspace of For every   , the set   of all polynomials of degree less than or equal to n is a subspace of   . .
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14
If If   then the polynomial space   is a subspace of   . then the polynomial space If   then the polynomial space   is a subspace of   . is a subspace of If   then the polynomial space   is a subspace of   . .
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15
If S is a subspace of the polynomial space If S is a subspace of the polynomial space   , then   for some m with   . , then If S is a subspace of the polynomial space   , then   for some m with   . for some m with If S is a subspace of the polynomial space   , then   for some m with   . .
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16
Determine if Determine if   is in the subspace of   given by   . is in the subspace of Determine if   is in the subspace of   given by   . given by Determine if   is in the subspace of   given by   . .
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17
Determine if Determine if   is in the subspace of   given by   . is in the subspace of Determine if   is in the subspace of   given by   . given by Determine if   is in the subspace of   given by   . .
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18
Determine if Determine if   is in the subspace of   given by   . is in the subspace of Determine if   is in the subspace of   given by   . given by Determine if   is in the subspace of   given by   . .
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19
Determine if Determine if   is in the subspace of   given by   . is in the subspace of Determine if   is in the subspace of   given by   . given by Determine if   is in the subspace of   given by   . .
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20
Determine if Determine if   is in the subspace of   given by   . is in the subspace of Determine if   is in the subspace of   given by   . given by Determine if   is in the subspace of   given by   . .
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21
Determine if the set of vectors Determine if the set of vectors   is linearly independent in   . is linearly independent in Determine if the set of vectors   is linearly independent in   . .
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22
Determine if the set of vectors Determine if the set of vectors   is linearly independent in   . is linearly independent in Determine if the set of vectors   is linearly independent in   . .
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23
Determine if the set of vectors Determine if the set of vectors   is linearly independent in   . is linearly independent in Determine if the set of vectors   is linearly independent in   . .
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24
Determine if the set of vectors Determine if the set of vectors   is linearly independent in P. is linearly independent in P.
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25
Determine if the set of vectors Determine if the set of vectors   spans P. spans P.
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26
If S spans a subspace of a vector space V, then S is linearly independent in V.
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27
If S is a linearly independent subset of a vector space V, then S spans V.
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28
If S is a linearly independent subset of a vector space V, but S does not span V, then there exists a vector v in V such that the set If S is a linearly independent subset of a vector space V, but S does not span V, then there exists a vector v in V such that the set   is also linearly independent. is also linearly independent.
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29
If S spans a vector space V, but S is not linearly independent in V, then there exists a vector v in S such that the set difference If S spans a vector space V, but S is not linearly independent in V, then there exists a vector v in S such that the set difference   also spans V. also spans V.
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30
Every vector space V has a finite set S which both spans V and is linearly independent in V.
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31
Determine if the set Determine if the set   is a basis for the vector space   . is a basis for the vector space Determine if the set   is a basis for the vector space   . .
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32
Determine if the given set is a basis for the vector space Determine if the given set is a basis for the vector space   .  .
Determine if the given set is a basis for the vector space   .
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33
Determine if the given set is a basis for the vector space Determine if the given set is a basis for the vector space   .  .
Determine if the given set is a basis for the vector space   .
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34
Find a basis for the subspace S of Find a basis for the subspace S of   consisting of all polynomials p satisfying   . consisting of all polynomials p satisfying Find a basis for the subspace S of   consisting of all polynomials p satisfying   . .
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35
Find a basis for the subspace S of Find a basis for the subspace S of   consisting of all linear transformations   such that   for some   diagonal matrix D. consisting of all linear transformations Find a basis for the subspace S of   consisting of all linear transformations   such that   for some   diagonal matrix D. such that
Find a basis for the subspace S of   consisting of all linear transformations   such that   for some   diagonal matrix D. for some Find a basis for the subspace S of   consisting of all linear transformations   such that   for some   diagonal matrix D. diagonal matrix D.
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36
Find a basis for the subspace S of P consisting of all even polynomials, that is, all polynomials p satisfying Find a basis for the subspace S of P consisting of all even polynomials, that is, all polynomials p satisfying   for all x. for all x.
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37
Determine the dimension of the subspace S of Determine the dimension of the subspace S of   consisting of all symmetric matrices. consisting of all symmetric matrices.
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38
Determine the dimension of the subspace S of Determine the dimension of the subspace S of   consisting of all matrices whose trace is 0. consisting of all matrices whose trace is 0.
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39
Determine the dimension of the subspace S of Determine the dimension of the subspace S of   consisting of all matrices A such that  consisting of all matrices A such that
Determine the dimension of the subspace S of   consisting of all matrices A such that
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40
Determine the dimension of the subspace S of Determine the dimension of the subspace S of   consisting of all sequences   such that the series   is convergent and satisfies   . consisting of all sequences Determine the dimension of the subspace S of   consisting of all sequences   such that the series   is convergent and satisfies   . such that the series Determine the dimension of the subspace S of   consisting of all sequences   such that the series   is convergent and satisfies   . is convergent and satisfies Determine the dimension of the subspace S of   consisting of all sequences   such that the series   is convergent and satisfies   . .
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41
If If   and   are subspaces of a vector space V and   , then   . and If   and   are subspaces of a vector space V and   , then   . are subspaces of a vector space V and If   and   are subspaces of a vector space V and   , then   . , then If   and   are subspaces of a vector space V and   , then   . .
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42
If If   and   are infinite-dimensional subspaces of a vector space V, then   . and If   and   are infinite-dimensional subspaces of a vector space V, then   . are infinite-dimensional subspaces of a vector space V, then If   and   are infinite-dimensional subspaces of a vector space V, then   . .
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43
If If   and   are infinite-dimensional subspaces of a vector space V, then   is an infinite-dimensional subspace of V. and If   and   are infinite-dimensional subspaces of a vector space V, then   is an infinite-dimensional subspace of V. are infinite-dimensional subspaces of a vector space V, then If   and   are infinite-dimensional subspaces of a vector space V, then   is an infinite-dimensional subspace of V. is an infinite-dimensional subspace of V.
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44
If every finite set S in a vector space V fails to span V, then If every finite set S in a vector space V fails to span V, then   . .
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45
If every infinite set S in a vector space V is linearly dependent, then If every infinite set S in a vector space V is linearly dependent, then   . .
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