A. TRUE if A is a n x n or, n x m matrix. If the columns of A span Rn , then every b ∈Rn is a linear combination of the columns of A so that the linear transformation represented by A is onto.
B. TRUE. The linear transformation represented by A is onto as the columns of A span Rn. Also, the n columns of A will span Rn if and only if these n columns are linearly independent. Hence the linear transformation represented by A is one-to-one.
1. TRUE. Every linear transformation T : Rn → Rm can be represented by a unique m × n matrix A. The m rows are the coefficients from the linear combinations of the function form coordinates in Rm.
rue or False: A is onto iff the columns of A span R". True or False:...
please provide detailed explanation with answer 3-10. True or False: (a) If u and v are column vectors in R", then u. v = utv. (b) If A is a square matrix satisfying A2 = 0, then A = 0. (c) If A is a square matrix satisfying A2 = A, then A = EI or A = 0. (d) There is a square matrix A (of any dimension) such that A2 = -1. (e) If A and B are...
7. Claim: Let A be an (n × n) (square) matrix. ·Claim: If A s invertible and AT = A-1 , then the columns of A form an orthonormal basis for R . Claim: If the columns of A form an orthogonal basis for Rn, then A is invertible and A A-1 . Claim: If the columns of A form an orthonormal basis for R", then A is invertible and AT= A-1 . Claim: If the columns of A form...
I need some help with these true false questions for linear algebra: a. If Ais a 4 x 3 matrix with rank 3, then the equation Ax = 0 has a unique solution. T or F? b. If a linear map f: R^n goes to R^n has nullity 0, then it is onto. T or F? c. If V = span{v1, v2, v3,} is a 3-dimensional vector space, then {v1, v2, v3} is a basis for V. T or F?...
a.) if A is an m*n matrix, such that Ax=0 for every vector x in R^n, then A is the m * n Zero matrix b.) The row echelon form of an invertible 3 * 3 matrix is invertible c.) If A is an m*n matrix and the equation Ax=0 has only the trivial solution, then the columns of A are linearly independent. d.) If T is the linear transformation whose standard matrix is an m*n matrix A and the...
linear algebra question 2. (5' each) Give short answers: (a) True or false: If Ai-Adi for some real number λ, then u is an eigenvector of matrix A. If a square matrix is diagonalizable, then it has n distinct real eigenvalues. Two vectors of the same dimension are linearly independent if and only if one is not a multiple of the other. If the span of a set of vectors is R", then that set is a basis of R...
Decide whether each statement is true or false and explain your reasoning. Give a counter-example for false statements. The matrices A and B are n x n. a. The equation Ax b must have at least one solution for all b e R". b. IfAx-0 has only the trivial solution, then A is row equivalent to the n x p, identity matrix. c. If A is invertible, then the columns of A-1 are linearly independent. d. If A is invertible,...
7. Which of the following statements isn't true? Explain your reasoning. (Hint: There is only one false statement.) (a) If the columns of an n x n matrix form a basis of R", then the matrix will be invertible. (b) If A is invertible, then A-1 is also invertible. (c) If A is an n xn matrix whose columns span R", then A must be one-to-one. (d) If A is an n x n matrix, then the preimage of the...
DETAILS LARLINALG8 4.R.084. ASK YOUR TEACHER Determine whether each statement is true or false. If a statement is true, give a reason or cite an appropriate statement from the text. If a statement is false, provide an example that shows the statement is not true in all cases or cite an appropriate statement from the text. () The set w = {(0,x2,x): and X" are real numbers) is a subspace of R. False, this set is not closed under addition...
True False a) For nxn A, A and AT can have different eigenvalues. b) The vector v 0 cannot be an eigenvector of A. c) If λ's an eigenvalue of A, then λ2 is an eigenvalue of A2. True False d) If A is invertible, then A is diagonalizable. e) If nxn A is singular, then Null(A) is an eigenspace of A. f) For nxn A, the product of the eigenvalues is the trace of A. True False g) If...
IT a) If one row in an echelon form for an augmented matrix is [o 0 5 o 0 b) A vector bis a linear combination of the columns of a matrix A if and only if the c) The solution set of Ai-b is the set of all vectors of the formu +vh d) The columns of a matrix A are linearly independent if the equation A 0has If A and Bare invertible nxn matrices then A- B-'is the...