LINEAR ALGEBRA TEST #3 SOLUTIONS |
A/
2/ ( x1 , x2 ) x is in R, x3 = 0 -- it is a 3-dimensional vector with the z-component = 0.
3/ Row reduction on the matrix should lead to a row like ,
so the system is inconsistent. There are no solutions.
B/ 1)
a) dependent set -- 3 vectors in R² | b) independent set -- det (A) = 49 ! 0 |
c) dependent set -- 4 vectors in R³ | d) dependent set -- includes the zero vector |
2) The normal vector of the plane we want is u % v which is .
So the equation of the plane is: 8(x 1) 7(y 1) + (z + 1) = 0 or 8x 7y + z = 0.
C/ 1) a) The row-echelon form of the system matrix is:
these 2 vectors form a basis for the solution space of this homogeneous system.
b) dimension = 2
c) Since there are 5 components in each vector, they come from R 5,
and we can show that the set is closed under addition and under scalar multiplication.
That is: add any two solution vectors and we'll still have a solution vector and
multiply any solution vector by a nonzero scalar k, and we'll still have a solution vector.
2) a) a basis for the row space is
b) a basis for the column space is i, j, k the standard basis vectors for R³.
c) Rank = 3 since there are 3 vectors in a basis.
d) Since M is a 3 x 5 matrix, it can only have a maximum rank of 3 -- the # of rows.
Therefore the 5 column vectors form a linearly dependent set since
there are more vectors than the rank or the number of basis vectors.
( Linear Algebra MathRoom Index )
(all content © MathRoom Learning Service; 2004 - ).