Exam 11: Additional Topics and Applications

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In In      , using the complex dot product, find a basis for      , where      . , using the complex dot product, find a basis for In      , using the complex dot product, find a basis for      , where      . , where In      , using the complex dot product, find a basis for      , where      . .

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Find an Find an     orthogonal matrix P and diagonal matrix D such that the change of variables     transforms the given quadratic form     into the form      .   orthogonal matrix P and diagonal matrix D such that the change of variables Find an     orthogonal matrix P and diagonal matrix D such that the change of variables     transforms the given quadratic form     into the form      .   transforms the given quadratic form Find an     orthogonal matrix P and diagonal matrix D such that the change of variables     transforms the given quadratic form     into the form      .   into the form Find an     orthogonal matrix P and diagonal matrix D such that the change of variables     transforms the given quadratic form     into the form      .   . Find an     orthogonal matrix P and diagonal matrix D such that the change of variables     transforms the given quadratic form     into the form      .

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If If     is an orthonormal set in a complex inner product space V, then the set     is also an orthonormal set in V. is an orthonormal set in a complex inner product space V, then the set If     is an orthonormal set in a complex inner product space V, then the set     is also an orthonormal set in V. is also an orthonormal set in V.

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The dimension of the complex vector space The dimension of the complex vector space     is n. is n.

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Determine if the given matrix A is normal. Determine if the given matrix A is normal.

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If If      , and      , then the graph of the equation     is an ellipse. , and If      , and      , then the graph of the equation     is an ellipse. , then the graph of the equation If      , and      , then the graph of the equation     is an ellipse. is an ellipse.

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Determine if the matrix A is positive definite. Determine if the matrix A is positive definite.

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Evaluate Evaluate      . .

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Find the Find the     matrix A of the quadratic form      . matrix A of the quadratic form Find the     matrix A of the quadratic form      . .

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Suppose Suppose     and     are quadratic forms on      . If subject to the constraint     the maximum values of     and     are     and     respectively, then subject to the constraint     the maximum value of     is      . and Suppose     and     are quadratic forms on      . If subject to the constraint     the maximum values of     and     are     and     respectively, then subject to the constraint     the maximum value of     is      . are quadratic forms on Suppose     and     are quadratic forms on      . If subject to the constraint     the maximum values of     and     are     and     respectively, then subject to the constraint     the maximum value of     is      . . If subject to the constraint Suppose     and     are quadratic forms on      . If subject to the constraint     the maximum values of     and     are     and     respectively, then subject to the constraint     the maximum value of     is      . the maximum values of Suppose     and     are quadratic forms on      . If subject to the constraint     the maximum values of     and     are     and     respectively, then subject to the constraint     the maximum value of     is      . and Suppose     and     are quadratic forms on      . If subject to the constraint     the maximum values of     and     are     and     respectively, then subject to the constraint     the maximum value of     is      . are Suppose     and     are quadratic forms on      . If subject to the constraint     the maximum values of     and     are     and     respectively, then subject to the constraint     the maximum value of     is      . and Suppose     and     are quadratic forms on      . If subject to the constraint     the maximum values of     and     are     and     respectively, then subject to the constraint     the maximum value of     is      . respectively, then subject to the constraint Suppose     and     are quadratic forms on      . If subject to the constraint     the maximum values of     and     are     and     respectively, then subject to the constraint     the maximum value of     is      . the maximum value of Suppose     and     are quadratic forms on      . If subject to the constraint     the maximum values of     and     are     and     respectively, then subject to the constraint     the maximum value of     is      . is Suppose     and     are quadratic forms on      . If subject to the constraint     the maximum values of     and     are     and     respectively, then subject to the constraint     the maximum value of     is      . .

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In a complex inner product space, In a complex inner product space,     for all vectors u and      . for all vectors u and In a complex inner product space,     for all vectors u and      . .

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An An     matrix A is Hermitian if and only if it is normal and all of its eigenvalues are real. matrix A is Hermitian if and only if it is normal and all of its eigenvalues are real.

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Determine if the given matrix A is normal. Determine if the given matrix A is normal.

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If If   is a quadratic form, then   for every scalar is a quadratic form, then If   is a quadratic form, then   for every scalar for every scalar

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The formula The formula     defines an inner product on the complex vector space     of all     complex matrices. defines an inner product on the complex vector space The formula     defines an inner product on the complex vector space     of all     complex matrices. of all The formula     defines an inner product on the complex vector space     of all     complex matrices. complex matrices.

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Evaluate Evaluate     for the matrices      , where the inner product is defined by      . for the matrices Evaluate     for the matrices      , where the inner product is defined by      . , where the inner product is defined by Evaluate     for the matrices      , where the inner product is defined by      . .

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If A is positive definite with factorization If A is positive definite with factorization    , then the diagonal entries of D are the eigenvalues of A. , then the diagonal entries of D are the eigenvalues of A.

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Normalize Normalize     using the complex dot product. using the complex dot product.

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If A is a unitary matrix, and If A is a unitary matrix, and     is an eigenvalue of A, then      . is an eigenvalue of A, then If A is a unitary matrix, and     is an eigenvalue of A, then      . .

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Find the Find the     matrix A of the quadratic form      . matrix A of the quadratic form Find the     matrix A of the quadratic form      . .

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