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This is the Exam Key of Applied Linear Algebra which includes Homogeneous Coordinates, Linear Equations, Precise Description, Linearly Independent etc. Key important points are: Vectors, Linearly Independent, Transformation, Nonzero Vectors, Linearly Independent, Linear Transformation, Columns, Never One to One, Chemical Equation, Balance
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are linearly independent. Show all work. SOLUTION: We form the augmented matrix and row reduce.
Since there is a pivot in every column of the coefficient matrix, we see that the vectors are linearly independent.
B 2 S 3 + H 2 O −→ H 3 BO 3 + H 2 S using the vector equation approach. Show all work. SOLUTION: We create a vector from the components Boron (B), Hydrogen (H), Sulfur (S), and Oxygen (O). We need to find positive integers x 1 , x 2 , x 3 , x 4 that give a solution to the vector equation:
x 1
+^ x^2
=^ x^3
+^ x^4
Taking the vectors on the right hand side over to the left, we get the homogeneous vector equation:
x 1
+^ x^2
+^ x^3
+^ x^4
We now form the augmented matrix and row reduce. We form the augmented matrix and row reduce. Just as in class, we see that the answer is: B 2 S 3 + 6H 2 O −→ 2H 3 BO 3 + 3H 2 S
x 1 x 2 x 3
x 1 + 2x 2 − x 3 3 x 2 + x 1 + 2x 3 x 3 + x 1 x 2 + x 3
(a) (3 points) Find the matrix of T. Show all work. (b) (4 points) Is T one-to-one? Justify your answer. (c) (4 points) is T onto? Justify your answer. Solution: To find the matrix of T , we compute T (~e 1 ), T (~e 2 ), and T (~e 3 ) and find that the matrix of T is
A =
To check if T is one-to-one and onto, we row reduce A.
Notice that this matrix is in echelon form; it has a pivot in every column and therefore T is one-to-one; there is not a pivot in the 4th row, and so T is not onto.