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2012 Mu Alpha Theta National Convention Alpha Matrices and Vectors Solutions  3 1 1.  2 7   2 1  3 1 2.  2 7   2 1 0   1 3 1   3  1 1  3 0  1   4 4 1  4   0 2 0    2  0 7  2 4  0   2 9 4 . A 1   1 5 4  2  1 1  5 1  4   3 6 5  0   1 3 1   3  0  0 9  2  0 3  0  0   3 11 3      4  0 2 0    2  0  4 6  14  20 2  0  16   2 28 18 . D 1   1 5 4  2  0  1 625 2  0  4   3 13 2   2  a11  a12  a13    a11 a12 a13      3. Let A  a21 a22 a23 . Then Ax   2  a21  a22  a23   . The sum of the entries of A is then    2  a31  a32  a33    a31 a32 a33  1  4  4  16   8 . C 2 4. 1,8, 4  12  82   4   81  9 . Then the vector 2 2 2 16 8 1,8, 4  , ,  has the 9 9 9 9 same direction as 1,8, 4 with magnitude 2. B 5. Let x be the price of an apple, y be the price of an orange, and z be the price of a banana. Then  x, y, z  is the solution to the system of equations 2 x  y  3z  19 , x  3 y  z  10 , and 19 1 3 10 3 1 4x  2z  14 . Using Cramer’s Rule, x  14 0 2 90   3. C 2 1 3 30 1 3 1 4 0 2 6. Expanding the determinant by minors down the third column, the determinant is equal to 1 1 1  1 43 2 3 3    3  12  2  12  3  2   28 . A 4 1 1 a b  1 1  a b   a  c b  d   a b  1 1 7. Let B   . AB   . AB           c d  1 1   c d   a  c b  d   c d  1 1   a  b a  b  c  d c  d  . These two matrices are equal when a  c  a  b , b  d  a  b , a  c  c  d ,    a b and b  d  c  d . This occurs when a  d and b  c . Then B is of the form B     b a  and B  a2  b2 . Since a and b are real numbers, the smallest possible value of this determinant is 0. B Mu Matrices and Vectors Solutions 2010  National Convention 8. The parallelogram is defined by the vectors 3, 2,0 and 4,6,0 (when viewing the xy-plane as a subspace of three-dimensional space). The area of the parallelogram is given by i j k 3, 2, 0  4, 6, 0  3 2 0  10k  10 .B 4 6 0 9. Using properties of determinants, AT BT  AT  BT  A  B  2  3  6 . E 10. The matrix will not be invertible when its determinant is zero. x 1 3 2 0 x  0  4 x  12  0  2 x 2  14  2 x 2  4 x  2  0 . x 2  2 x  1  0 . The only solution is 4 2 7 x  1. C 11. The vector 2, 3,6 is normal to the plane. 2, 3,6  22   3  62  7 . The vector 2 1 2 3 6 2, 3, 6  ,  , is a unit vector that is normal to the plane. D 7 7 7 7 12. det A is given by the ratio of the area of the transformed triangle to the area of the original triangle. The transformed triangle has area 6 while the original triangle has area 1. det A  6 . D or E accepted 13. A2  3 A  2 I n . A3  3 A2  2 A  3  3 A  2I n   2 A  7 A  6I n . C  1 3   cos  60   sin  60    2 2   rotates a vector counter-clockwise 60 . 14. The matrix   sin 60  cos 60       3 1       2 2   1  3 3  3    2 3   3     2  2  2 . B  2      3 1   7  1  1      3  2   2   2 2  15. 3u  v  3 3, 2,5  1,0, 2  9, 6,15  1,0, 2  8, 6,17 . C 16. u  v  3 1   2  0  5   2  3 10  7 . A i j 17. u  v  3 2 1 0 k 5  4i  5 j  0k  2k  0i  6 j  4,11, 2 . D 2 18. Notice that the i-th row is equal to the first row times i . Therefore all n rows are scalar multiples of the first row, and hence the rank of A is one. A 19. BT is a 5  3 matrix and A1 is a 3  3 . Then BT A1B is a 5  5 matrix. D 1 1  2 1  2 1  7 6  1  3 1  7 6  1 3 1  3 1 20.  . A            . The 2  4 2   4 3  4 3 19 12 2  4 2  19 12 5 0  sum of the entries is then 3. B 2010  National Convention Mu Matrices and Vectors Solutions 21. Let  be the angle the two vectors. Then cos    u v 3  2  1 4 10    2 2 2 2 u v 10 20 3 1 2  4 2 . Since  is the smaller angle between the vectors,   45 . A 2 22. Since all of the rows of A are equal, the rank of A is one and hence A  0 . A 23. The trace of a matrix is the sum of the elements on the diagonal. Therefore the trace of A is 27. D  x  y 24. The matrix that reflects across the line y  x is the matrix A such that A      , so  y  x 0 1  A . D 1 0  2 25. Notice that in general matrix multiplication is not commutative, so  A  B   A2  AB  BA  B2  A2  2 AB  B 2 in general. Similarly,  AB   ABAB  A2 B 2 . In general 2 there is no simple formula to calculate statements are false. E 3 2 26. The row reduction yields  2 1   4 5  A  B 1  A1  B 1 .  AB  1  B 1 A1  A1 B 1 . All four 5 3 2 5 3 2 5 8   0 7 14   0 1 2  . Therefore the third 2 0 7 14  0 0 0  equation in the system can be expressed in terms of the first two equations. The system reduces to a system of two equations in two unknowns, and hence there is one solution. B 27. Let  be the angle the two vectors. Since u  v  u v cos   , the dot product will be negative when cos    0 . Therefore 90    270 . Since u is in the first quadrant, v can be in any quadrant except for quadrant I. C   2 2 1 0   28. The value of  will have to satisfy        x  022 . Since x is non-zero, this 0 1    1 3 2 2   2    3     2   2  5  4  0 . Then either   1 or can only happen when 1 3   4. B 0 1 2  0 1 2  0 0 4  0 0 4  0 1 2  0 0 0        2 3 29. A  0 0 1 0 0 1  0 0 0 . A  0 0 0  0 0 1   0 0 0 .           0 0 0  0 0 0  0 0 0  0 0 0  0 0 0  0 0 0 Therefore An  033 for n  3 and hence A2012  033 . E 30. A vector quantity has both a magnitude and direction. Density is a scalar quantity but it has no direction. B