Exam 9: Linear Transformations

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The vector spaces The vector spaces   and   are isomorphic. (Recall that   denotes the vector space of all linear transformations from   into  and The vector spaces   and   are isomorphic. (Recall that   denotes the vector space of all linear transformations from   into  are isomorphic. (Recall that The vector spaces   and   are isomorphic. (Recall that   denotes the vector space of all linear transformations from   into  denotes the vector space of all linear transformations from The vector spaces   and   are isomorphic. (Recall that   denotes the vector space of all linear transformations from   into  into The vector spaces   and   are isomorphic. (Recall that   denotes the vector space of all linear transformations from   into

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If A and B are similar matrices and B and C are similar matrices, then A and C are similar matrices.

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Find the matrix A of the linear transformation Find the matrix A of the linear transformation   with respect to bases G and Q, respectively.   with respect to bases G and Q, respectively. Find the matrix A of the linear transformation   with respect to bases G and Q, respectively.

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Determine if A and B are similar matrices. Determine if A and B are similar matrices.    ,   , Determine if A and B are similar matrices.    ,

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Let Q be an Let Q be an   invertible matrix, and let P be an   invertible matrix. Determine whether the function   is a linear transformation, where   , and if so, determine if T is one-to-one and/or onto.​ invertible matrix, and let P be an Let Q be an   invertible matrix, and let P be an   invertible matrix. Determine whether the function   is a linear transformation, where   , and if so, determine if T is one-to-one and/or onto.​ invertible matrix. Determine whether the function Let Q be an   invertible matrix, and let P be an   invertible matrix. Determine whether the function   is a linear transformation, where   , and if so, determine if T is one-to-one and/or onto.​ is a linear transformation, where Let Q be an   invertible matrix, and let P be an   invertible matrix. Determine whether the function   is a linear transformation, where   , and if so, determine if T is one-to-one and/or onto.​ , and if so, determine if T is one-to-one and/or onto.​

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Determine if the linear transformation Determine if the linear transformation   is an isomorphism.   is an isomorphism. Determine if the linear transformation   is an isomorphism.

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If If   and   are linear transformations, then the composition   is a linear transformation. and If   and   are linear transformations, then the composition   is a linear transformation. are linear transformations, then the composition If   and   are linear transformations, then the composition   is a linear transformation. is a linear transformation.

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If S is a nonzero subspace of If S is a nonzero subspace of   , determine whether the function   is a linear transformation, where   , and if so, determine   .​ , determine whether the function If S is a nonzero subspace of   , determine whether the function   is a linear transformation, where   , and if so, determine   .​ is a linear transformation, where If S is a nonzero subspace of   , determine whether the function   is a linear transformation, where   , and if so, determine   .​ , and if so, determine If S is a nonzero subspace of   , determine whether the function   is a linear transformation, where   , and if so, determine   .​ .​

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Find Find   for the isomorphism   , where   . for the isomorphism Find   for the isomorphism   , where   . , where Find   for the isomorphism   , where   . .

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Let V be a vector space with basis Let V be a vector space with basis   , and let   be the linear transformation   . Then T is an isomorphism, and the matrix of T with respect to G and the standard basis is the   identity matrix.​ , and let Let V be a vector space with basis   , and let   be the linear transformation   . Then T is an isomorphism, and the matrix of T with respect to G and the standard basis is the   identity matrix.​ be the linear transformation Let V be a vector space with basis   , and let   be the linear transformation   . Then T is an isomorphism, and the matrix of T with respect to G and the standard basis is the   identity matrix.​ . Then T is an isomorphism, and the matrix of T with respect to G and the standard basis is the Let V be a vector space with basis   , and let   be the linear transformation   . Then T is an isomorphism, and the matrix of T with respect to G and the standard basis is the   identity matrix.​ identity matrix.​

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Let Let   be defined by   . Verify that   is a linear transformation, determine if   is an isomorphism, and if so, find   .​ be defined by Let   be defined by   . Verify that   is a linear transformation, determine if   is an isomorphism, and if so, find   .​ . Verify that Let   be defined by   . Verify that   is a linear transformation, determine if   is an isomorphism, and if so, find   .​ is a linear transformation, determine if Let   be defined by   . Verify that   is a linear transformation, determine if   is an isomorphism, and if so, find   .​ is an isomorphism, and if so, find Let   be defined by   . Verify that   is a linear transformation, determine if   is an isomorphism, and if so, find   .​ .​

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The subspace S of The subspace S of   of all sequences that are eventually zero is isomorphic to   . of all sequences that are eventually zero is isomorphic to The subspace S of   of all sequences that are eventually zero is isomorphic to   . .

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Determine if the linear transformation Determine if the linear transformation   is one-to-one and/or onto.   is one-to-one and/or onto. Determine if the linear transformation   is one-to-one and/or onto.

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Find Find   for the isomorphism   , where   , for   .​ for the isomorphism Find   for the isomorphism   , where   , for   .​ , where Find   for the isomorphism   , where   , for   .​ , for Find   for the isomorphism   , where   , for   .​ .​

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Find v given the coordinate vector Find v given the coordinate vector   with respect to the basis G.   with respect to the basis G. Find v given the coordinate vector   with respect to the basis G.

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Determine whether the function Determine whether the function   is a linear transformation, where   . is a linear transformation, where Determine whether the function   is a linear transformation, where   . .

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If If   is an onto linear transformation, then T is one-to-one. is an onto linear transformation, then T is one-to-one.

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If A is an If A is an   matrix, then   is similar to an   diagonal matrix. matrix, then If A is an   matrix, then   is similar to an   diagonal matrix. is similar to an If A is an   matrix, then   is similar to an   diagonal matrix. diagonal matrix.

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If V is a finite-dimensional vector space, then the matrix A of a linear transformation If V is a finite-dimensional vector space, then the matrix A of a linear transformation   is invertible if and only if T is one-to-one. is invertible if and only if T is one-to-one.

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The function The function   defined by   , where   and   are nonzero scalars, is a linear transformation. defined by The function   defined by   , where   and   are nonzero scalars, is a linear transformation. , where The function   defined by   , where   and   are nonzero scalars, is a linear transformation. and The function   defined by   , where   and   are nonzero scalars, is a linear transformation. are nonzero scalars, is a linear transformation.

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