Math 53 — Second Midterm Page 1 Math 53, Fall 2007 — Second Midterm Solutions 1. (a) Solve the following differential equation : y 00 − 2y 0 + 2y = 2 et cos(t) (b) Solve the corresponding initial value problem with initial condition : y(0) = 0 , y 0 (0) = 1. (a) One possible method is by using undetermined coefficients. Step 1 : find solution to the homogeneous equation y 00 − 2y 0 + 2y = 0. The characteristic equation is λ2 − 2λ + 2 = 0, which gives λ = 1 ± i. Thus, the general solution to the homogeneous equation is : yh = A et cos(t) + B et sin(t). Step 2 : guess at the form of a solution. We note that the natural guess is a linear combination of et cos(t) and of et sin(t), but these are in the solution space to the homogeneous equation. So, we try for a particular solution of the form yp = At et cos(t) + Bt et sin(t). Then we have : yp00 − 2yp0 + 2yp = −2A et sin(t) + 2B et cos(t). Thus, we must take A = 0 and B = 1. Step 3 : the general solution is then given by A et cos(t) + B et sin(t) + t et sin(t). (b) We must now solve for A and B. First, we compute : y 0 (t) = et (A cos(t) + B sin(t) + t sin(t) − A sin(t) + B cos(t) + sin(t) + t cos(t)) Thus, y 0 (0) = A + B. Furthermore, y(0) = A. Thus, A = 0 and B = 1. The solution is then given by : y(t) = et (sin(t) + t sin(t). (Alternate methods included using the method of variation of parameters.) Math 53 — Second Midterm Page 2 2. Solve the initial value problem : x0 = x − 4y y0 = x + y x(0) = −1 with . y(0) = 1 Let 1 −4 A= 1 ! 1 . The characteristic polynomial is : p(λ) = λ2 − 2λ + 5. The eigenvalues are then λ± = 1 ± 2i. We now solve for eigenvectors, and obtain : ! ±2i v± = . 1 From this, we obtain the two complex valued fundamental solutions : z+ (t) = eλ+ t v+ and z− (t) = eλ− t v− . From here, we have at least two different ways of solving the initial value problem. Method 1 : finding real solutions, and working with these. The real and imaginary parts of z+ represent solutions to the differential equation. ! 2i z+ = et (cos(2t) + i sin(2t)) 1 ! !! −2 sin(2t) 2 cos(2t) t =e +i . cos(2t) sin(2t) Thus, we obtain two real valued solutions to the differential equation : ! ! −2 sin(2t) 2 cos(2t) u(t) = et and v(t) = et . cos(2t) sin(2t) These are linearly independent, and thus we need to find constants so that Au + Bv solves the initial value problem. This gives us : ! −1 1 = 2B A ! . Thus, B = −1/2 and A = 1. The solution to the initial value problem is thus : ! −2 sin(2t) − cos(2t) et cos(2t) − 21 sin(2t) Math 53 — Second Midterm Page 3 Method 2 : working with the complex solutions. The desired solution is z(t) = Az+ (t)+Bz− (t) where B = Ā and A, B are complex coefficients. We need z(0) = (−1, 1). Thus, Av+ + Āv− = (−1, 1). Put A = a + ib. Then, −1 = −4b and 1 = 2a. Thus, a = 1/2 and b = 1/4. The solution is then : 1 1 1 1 z(t) = 1 + i z+ + 1 − i z− 2 2 2 2 1 = Re( 1 + i z+ ) 2 1 = Re(z+ ) − Im(z+ ) 2 ! !! −2 sin(2t) 2 cos(2t) 1 = et − 2 sin(2t) cos(2t) ! t −2 sin(2t) − cos(2t) =e cos(2t) − 21 sin(2t) . 3. (a) Let A be the matrix A = (b) Let B be the matrix B = 3 2 0 3 1 ! . Find the matrix exponential eAt . 2 −2 5 ! . Find the matrix exponential eBt . (a) Method 1 : Observe that 3 is the only eigenvalue of A. Notice that (A − 3 Id)2 = 0. Then : eAt = e3 Id t+(A−3 Id)t = e3t = e3t Id + 0 2 0 0 ! 1 2t . 0 1 ! ! t Method 2 : Solve the initial value problem y0 = Ay and y(0) = (a, b) : y20 = 3y2 so y2 (t) = e3t b. Then, y10 = 3y1 + 2y2 = 3y1 + 2 e3t b. By using the integrating factor e−3t , we obtain y1 e−3t = 2bt + C. Thus, y(t) = ((a + 2bt) e3t , b e3t ). Writing this as a matrix : ! ! e3t 2t e3t a . y(t) = 3t 0 e b Math 53 — Second Midterm Page 4 (b) Method 1 : The characteristic polynomial is λ2 − 6λ + 9, and thus B has 3 as its only eigenvalue. Then, we calculate that (B − 3 Id)2 = 0. Thus, eBt = e3 Id t+(B−3 Id)t = e3t (Id +(B − 3 Id)t) ! ! −2 2 3t =e Id + t −2 2 ! 1 − 2t 2t = e3t −2t 1 + 2t Method 2 : Change to a basis of generalized eigenvectors. We find that v1 = (1, 1) is an eigenvector of B, and that v2 = (0, 1/2) is a generalized eigenvector with (B − 3 Id)v2 = v1 . Let S −1 1 0 = ! 1 2 1 Then, we obtain : 1 S= 0 ! . −2 2 Then, SBS −1 3 1 = ! . 0 3 Thus, 0 1 B3 1 C @ e Bt =S −1 e = S −1 e3t 3t =e 0 3 At 1 t 0 1 S ! (1) S 1 − 2t 2t −2t 2t + 1 (2) ! . (3) (Note : a simpler solution would have been to notice that A and B are similar and reduce to case (a). To do this, choose (0, 1) as the generalized eigenvector to put in our new basis.) Math 53 — Second Midterm Page 5 4. Solve the initial value problem : 0 t x = x − y + z + e cos(t) y 0 = y + 2z − et z 0 = z. subject to the initial condition x(0) = −1, y(0) = 1 and z(0) = 3. Method 1 : brute force. We note this problem is upper triangular, so we may solve it by starting at the last equation and working upwards. z 0 = z has solution z(t) = C et . To satisfy the initial condition, we need z(t) = 3 et . Then, y 0 = y + 6 et − et = y + 5 et . Using the integrating factor e−t we obtain : e−t y = 5t + C. With the initial condition, we obtain y(t) = (5t + 1) et . Finally, x0 = x − (5t + 1) et +3 et + et cos(t). Using the integrating factor e−t , we obtain : R e−t x(t) = −5t + 2 + cos(t)dt = − 25 t2 + 2t + sin(t) + C. With the initial condition, we obtain x(t) = (− 25 t2 + 2t + sin(t) − 1) et . The solution is then : et (−1 + 2t − 52 t2 + sin(t) t (5t + 1) y(t) = . e z(t) 3 et x(t) Method 2 : variation of parameters using the matrix exponential. Consider the matrix 1 −1 1 A= 0 1 2 0 0 1 We compute eAt 1 −t −t2 + t . = et 0 1 2t 0 0 1 We now look for a solution to the differential equation : y0 = Ay + f (t) where f (t) = (et cos(t), − et , 0). We will look for a solution of the form y(t) = eAt v(t). We then have : v0 (t) = e−At f (t) cos(t) − t = −1 . 0 Math 53 — Second Midterm Page 6 Thus, sin(t) − v(t) = t2 2 +C −t + C 0 C 00 . The general solution to the differential equation is then : 2 1 −t −t2 + t sin(t) − t2 + C . y(t) = et 2t −t + C 0 0 1 0 0 C 00 1 To satisfy the initial condition, we must take C = −1, C 0 = 1 and C 00 = 3. This gives us : t2 2 1 −t −t + t sin(t) − 2 − 1 t v(t) = e 0 1 −t + 1 2t 3 0 0 1 sin(t) − 52 t2 + 2t − 1 . = et 5t + 1 3 5. Consider the following system of two masses and three springs, sliding on a frictionless tabletop. k1 = 2 k2 = 1 k3 = 2 m2 m1 Assume each mass is of 1 kg, and the spring constants are as indicated. Then, the positions of the two masses are governed by the following system of differential equations : x00 = −3x + y y 00 = −3y + x where x and y denote the positions of the two masses relative to the equilibrium point of this system (which occurs at x = y = 0; we take the positive direction to be to the right). (a) Transform this system into a first order system of differential equations. (b) Find the solution with initial condition x(0) = 0, x0 (0) = 1, y(0) = 0 and y 0 (0) = 1. Math 53 — Second Midterm For this 0 −3 0 1 Page 7 problem, you may use without proof that : 1 0 0 i i 0 0 1 0 −2 = 2i −2 and −3 −i 0 0 0 1 −i 0 −3 0 2 2 1 −i −i √ √ √ 0 1 0 2 = i 2 2 −i 0 0 1 −i √ √ 2 2 0 −3 0 1 0 0 (a) Let p = x0 and q = y 0 . Then, we have the system : x0 = p p0 = −3x + y y0 = q q 0 = −3y + x. Equivalently, this is : 0 x 0 p = −3 y 0 q 1 x 0 1 0 p . 0 0 1 y 0 −3 0 q 1 0 0 √ (b) From the given information, we have that ±2i and ± 2i are eigenvalues of this matrix. Let i −2 v1 = −i 2 and −i √ 2 v2 = −i √ 2 We then have that each of the real part and imaginary part of each of e2it v1 and e √ 2it v 2 give four linearly independent solutions to the differential equation. This gives : 0 1 0 1 −2 0 −2 0 x1 = cos(2t) − sin(2t) and y1 = sin(2t) + cos(2t) −1 0 0 −1 0 0 2 2 0 −1 0 −1 √ √ √ 2 √ 0 √ 2 √ 0 x2 = cos(t 2) 0 − sin(t 2) −1 and y2 = sin(t 2) 0 + cos(t 2) −1 . √ √ 2 0 2 0 Math 53 — Second Midterm Page 8 We want to find a solution u(t) = Ax1 + By1 + Cx2 + Dy2 so that u(0) = (1, 0, 1, 0). This gives the system of equations : B−D =0 √ −2A + C 2 = 1 −B − D = 0 √ 2A + C 2 = 1 Thus, B = D = 0 and A = 0, C = Thus, √ 2/2. √ sin(t 2) √ √ √ 2 cos(t 2) 2 u(t) = √ 2 sin(t 2) √ √ 2 cos(t 2) The solution is then given by : √ √ 2 sin(t 2) √2 √ 2 y(t) = sin(t 2). 2 x(t) =