Exam 2: Euclidean Space

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Determine Determine      , where   , where Determine      , where

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Determine if Determine if     is in the span of the other given vectors. If so, write     as a linear combination of the other vectors.   is in the span of the other given vectors. If so, write Determine if     is in the span of the other given vectors. If so, write     as a linear combination of the other vectors.   as a linear combination of the other vectors. Determine if     is in the span of the other given vectors. If so, write     as a linear combination of the other vectors.

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Find the unknowns in the given vector equation. Find the unknowns in the given vector equation.

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Suppose matrix Suppose matrix     has     rows and     columns, with      . Then the columns of     are linearly dependent. has Suppose matrix     has     rows and     columns, with      . Then the columns of     are linearly dependent. rows and Suppose matrix     has     rows and     columns, with      . Then the columns of     are linearly dependent. columns, with Suppose matrix     has     rows and     columns, with      . Then the columns of     are linearly dependent. . Then the columns of Suppose matrix     has     rows and     columns, with      . Then the columns of     are linearly dependent. are linearly dependent.

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Determine if one of the given vectors is in the span of the other vectors. Determine if one of the given vectors is in the span of the other vectors.

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The general solution to a linear system is given. Express this solution as a linear combination of vectors. The general solution to a linear system is given. Express this solution as a linear combination of vectors.

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Express the given system of linear equations as a single vector equation. Express the given system of linear equations as a single vector equation.

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Find four vectors that are in the span of the given vectors. Find four vectors that are in the span of the given vectors.

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If the columns of a matrix If the columns of a matrix     with     rows and     columns do not span R<sup>n</sup>, then there exists a vector     in R<sup>n</sup> such that     does not have a solution. with If the columns of a matrix     with     rows and     columns do not span R<sup>n</sup>, then there exists a vector     in R<sup>n</sup> such that     does not have a solution. rows and If the columns of a matrix     with     rows and     columns do not span R<sup>n</sup>, then there exists a vector     in R<sup>n</sup> such that     does not have a solution. columns do not span Rn, then there exists a vector If the columns of a matrix     with     rows and     columns do not span R<sup>n</sup>, then there exists a vector     in R<sup>n</sup> such that     does not have a solution. in Rn such that If the columns of a matrix     with     rows and     columns do not span R<sup>n</sup>, then there exists a vector     in R<sup>n</sup> such that     does not have a solution. does not have a solution.

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Express the given vector equation as a system of linear equations. Express the given vector equation as a system of linear equations.

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For what value(s) of h do the given vectors span For what value(s) of h do the given vectors span      ?   ? For what value(s) of h do the given vectors span      ?

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Determine if the columns of the given matrix span R3. Determine if the columns of the given matrix span R<sup>3</sup>.

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Determine if the given vectors are linearly independent. Determine if the given vectors are linearly independent.

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Determine if the columns of the given matrix are linearly independent. Determine if the columns of the given matrix are linearly independent.

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If If      ,      , and     are all linearly independent, then     is linearly independent. , If      ,      , and     are all linearly independent, then     is linearly independent. , and If      ,      , and     are all linearly independent, then     is linearly independent. are all linearly independent, then If      ,      , and     are all linearly independent, then     is linearly independent. is linearly independent.

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Determine by inspection (that is, with only minimal calculations) if the given vectors form a linearly dependent or linearly independent set. Justify your answer. Determine by inspection (that is, with only minimal calculations) if the given vectors form a linearly dependent or linearly independent set. Justify your answer.

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Express the given vector equation as a system of linear equations. Express the given vector equation as a system of linear equations.

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Determine if Determine if     is in the span of the other given vectors. If so, write     as a linear combination of the other vectors.   is in the span of the other given vectors. If so, write Determine if     is in the span of the other given vectors. If so, write     as a linear combination of the other vectors.   as a linear combination of the other vectors. Determine if     is in the span of the other given vectors. If so, write     as a linear combination of the other vectors.

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Determine if the given vectors are linearly independent. Determine if the given vectors are linearly independent.

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Find Find      ,      , and     such that     corresponds to the given linear system.   , Find      ,      , and     such that     corresponds to the given linear system.   , and Find      ,      , and     such that     corresponds to the given linear system.   such that Find      ,      , and     such that     corresponds to the given linear system.   corresponds to the given linear system. Find      ,      , and     such that     corresponds to the given linear system.

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