%=================================================================== % QUIZ 1 %=================================================================== % Problem 1 A = [1 3 1 1;2 -2 1 2;3 1 2 -1]; b = [3; 8; -1]; x = A/b % Matlab's answer: % x = [ 0.7500 ] = 3/4 % [-0.2500 ] = -1/4 % [ 0 ] = 0 % [ 3.0000 ] = 3 % is found by setting the free variable x_3 = 0 % If we set x_3 = a, then the full answer is: % x = 3/4 - 5/8*a % = -1/4 - 1/8*a % = 0 + a % = 3 % to verify answer write % x = y + a*z; y = [3/4; -1/4; 0; 3]; z = [-5/8; -1/8; 1; 0]; % Then compute A*x = A*(y + a*z)= A*y + a*(A*z). % Matlab gives: b1 = A*y b2 = A*z % b1 = A*y = [3; 8; -1]= b and b2 = A*z = [0; 0; 0], so indeed A*x = b %==================================================================== % Problem 2 A = [1 0 1;2 2 3;3 3 4]; Ainv = A^-1 % Matlab's answer: % Ainv = [ 1.0000 -3.0000 2.0000] % [-1.0000 -1.0000 1.0000] % [ 0 3.0000 -2.0000] %=================================================================== % Problem 3 % Elimination gives % A = [1 1 3 | 2] ---> [1 1 3 | 2] % [1 2 4 | 3] [0 1 1 | 1] % [1 3 a | b] [0 0 a-5 |b-4] % if a =/= 5, then the matrix is nonsingular and the system has a % unique solution for any value of b % if a=5 and b=4 then the system is consistent and x_3 is a free % variable; there are infinitely many solutions % if a=5 and b=/=4 then the system is inconsistent %=================================================================== % Problem 4 % Suppose A has an echelon form with no free variables. We do not know % if there are rows of zeros at the end. Herein lies the main issue % with this problem: we do not know if A is square (in which case no % free variables implies no zero rows at the end) or rectangular mXn % with m>n, in which case there will be zero rows at the lower part of % the echelon form of A. All we know is that n<=m (if n>m then there % would be free variables). All the questions propose a certain fact % about A. For that fact to be TRUE, it must be implied by the given % information, for general A, b. % If it is not true in general, then the answer is FALSE. % 1. for Ax=b to have infinitely many solutions, that requires the % presence of free variables. FALSE % 2-3. Ax=b will be consistent if the echelon form of the augmented % matrix [A|b] has a zero in the b-column (after reduction!) % whenever the rest of that row is zero. Otherwise it will be % inconsistent. Hence both statements are FALSE in general. % 4. If A is square and has no free variables, then it is nonsingular. % However, A is not necessarily square, and hence the concept % "nonsingular" does not apply in general. FALSE % 5. Ax=0 is always consistent, with the solution x=0. Since there are % no free variables, there are no other solutions. TRUE %===================================================================