Find a basis for the orthogonal complement

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Reference no: EM131305104

1. Find the lengths and the inner product of2366_matrix.jpg.

2. For

131_matrix1.jpg

find a basis for the orthogonal complement to the row space; choose a convenient vector in both of these spaces and verify/demonstrate the orthogonality.

3. Show that if vectors (x-y) and (x+y) in R2 are orthogonal then ||x|| = ||y||.

4. Suppose an n by n matrix in invertible: AA-1 = I. Then the first column of A-1 is orthogonal to the space spanned by which rows of A.

5. Project 1044_matrix2.jpg onto the line through 420_matrix3.jpg. Show that b - a is orthogonal to a.


6. Find Ax^ in the column space closest to b for the system

976_matrix4.jpg

7. Find the least squares line of best fit through the following points:

(t,b) = (-2, 4), (0, 1), (-1, 3)

8. Use Gram-Schmidt method to orthonormalize the basis:

499_matrix5.jpg

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The paper is about the orthogonal basis functions which is a part of random variable stochastic process. In some questions the condition of orthogonality is required to check and in some problems we have to find the orthonormal bazis functions. The use of gram smith process is also included in the solution. The least square method is also used in the problems.

Reference no: EM131305104

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