Exam 3: Matrices

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If If     and     are     regular stochastic matrices, then AB is a regular stochastic matrix. and If     and     are     regular stochastic matrices, then AB is a regular stochastic matrix. are If     and     are     regular stochastic matrices, then AB is a regular stochastic matrix. regular stochastic matrices, then AB is a regular stochastic matrix.

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Suppose Suppose     is a     matrix, and     is a     matrix, and the product AB is defined and is a     matrix. Determine      ,      , and      . is a Suppose     is a     matrix, and     is a     matrix, and the product AB is defined and is a     matrix. Determine      ,      , and      . matrix, and Suppose     is a     matrix, and     is a     matrix, and the product AB is defined and is a     matrix. Determine      ,      , and      . is a Suppose     is a     matrix, and     is a     matrix, and the product AB is defined and is a     matrix. Determine      ,      , and      . matrix, and the product AB is defined and is a Suppose     is a     matrix, and     is a     matrix, and the product AB is defined and is a     matrix. Determine      ,      , and      . matrix. Determine Suppose     is a     matrix, and     is a     matrix, and the product AB is defined and is a     matrix. Determine      ,      , and      . , Suppose     is a     matrix, and     is a     matrix, and the product AB is defined and is a     matrix. Determine      ,      , and      . , and Suppose     is a     matrix, and     is a     matrix, and the product AB is defined and is a     matrix. Determine      ,      , and      . .

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If If     and     are     matrices, and     and     are both not invertible, then     is not invertible. and If     and     are     matrices, and     and     are both not invertible, then     is not invertible. are If     and     are     matrices, and     and     are both not invertible, then     is not invertible. matrices, and If     and     are     matrices, and     and     are both not invertible, then     is not invertible. and If     and     are     matrices, and     and     are both not invertible, then     is not invertible. are both not invertible, then If     and     are     matrices, and     and     are both not invertible, then     is not invertible. is not invertible.

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If If     is a square invertible matrix which has an LU factorization, then the factorization is unique. is a square invertible matrix which has an LU factorization, then the factorization is unique.

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Find an LU factorization of Find an LU factorization of

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If If     is a square matrix which has an LU factorization, then     is invertible. is a square matrix which has an LU factorization, then If     is a square matrix which has an LU factorization, then     is invertible. is invertible.

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Find all steady-state vectors for the given stochastic matrix. Find all steady-state vectors for the given stochastic matrix.

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Determine if the given vector is in the range of Determine if the given vector is in the range of     where   where Determine if the given vector is in the range of     where

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Every elementary matrix has an LU factorization.

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Find all steady-state vectors for the given stochastic matrix. Find all steady-state vectors for the given stochastic matrix.

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Find an LDU factorization of Find an LDU factorization of

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If If     is an     upper triangular matrix, and     is an     lower triangular matrix, then AB<sup>T</sup> is an     upper triangular matrix. is an If     is an     upper triangular matrix, and     is an     lower triangular matrix, then AB<sup>T</sup> is an     upper triangular matrix. upper triangular matrix, and If     is an     upper triangular matrix, and     is an     lower triangular matrix, then AB<sup>T</sup> is an     upper triangular matrix. is an If     is an     upper triangular matrix, and     is an     lower triangular matrix, then AB<sup>T</sup> is an     upper triangular matrix. lower triangular matrix, then ABT is an If     is an     upper triangular matrix, and     is an     lower triangular matrix, then AB<sup>T</sup> is an     upper triangular matrix. upper triangular matrix.

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Every matrix Every matrix     has an LDU factorization. has an LDU factorization.

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Determine if the matrix is a stochastic matrix. Determine if the matrix is a stochastic matrix.

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If If     for a matrix      , and     is a one-to-one linear transformation, then the number of columns of     is less than or equal to the number of rows of      . for a matrix If     for a matrix      , and     is a one-to-one linear transformation, then the number of columns of     is less than or equal to the number of rows of      . , and If     for a matrix      , and     is a one-to-one linear transformation, then the number of columns of     is less than or equal to the number of rows of      . is a one-to-one linear transformation, then the number of columns of If     for a matrix      , and     is a one-to-one linear transformation, then the number of columns of     is less than or equal to the number of rows of      . is less than or equal to the number of rows of If     for a matrix      , and     is a one-to-one linear transformation, then the number of columns of     is less than or equal to the number of rows of      . .

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Determine whether Determine whether     is one-to-one, and whether     is onto, where     and   is one-to-one, and whether Determine whether     is one-to-one, and whether     is onto, where     and   is onto, where Determine whether     is one-to-one, and whether     is onto, where     and   and Determine whether     is one-to-one, and whether     is onto, where     and

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If If     is any matrix, then the matrices     and AA<sup>T</sup> are both symmetric. is any matrix, then the matrices If     is any matrix, then the matrices     and AA<sup>T</sup> are both symmetric. and AAT are both symmetric.

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If If     is a linear transformation, then     for all vectors     and      . is a linear transformation, then If     is a linear transformation, then     for all vectors     and      . for all vectors If     is a linear transformation, then     for all vectors     and      . and If     is a linear transformation, then     for all vectors     and      . .

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Determine whether Determine whether     is one-to-one, and whether     is onto, where     and   is one-to-one, and whether Determine whether     is one-to-one, and whether     is onto, where     and   is onto, where Determine whether     is one-to-one, and whether     is onto, where     and   and Determine whether     is one-to-one, and whether     is onto, where     and

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Use the given LU factorization to solve Use the given LU factorization to solve     where   where Use the given LU factorization to solve     where

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