Classic numerical algorithm for eigenvalue and eigenvector


Question 1: The Power Method is a classic numerical algorithm for determining the largest eigenvalue and eigenvector associated with a matrix A. Write a MATLAB function that returns the largest eigenvalue and eigenvector by using the Power Method (see Wikipedia) for a given matrix A. Construct the algorithm so that it always runs 100 iterations {you must not implement a stopping criteria. Don’t copy others codes. Test your algorithm on the matrix: A = [2.0, 0.2, 1.0; 0.2, 4.0, 1.3; 0.0, 1.3, 3.0] by using an initial eigenvector guess of b = [1; 1; 1].

Question 2: In class, we derived and resolved a model of a non-isothermal, insulated, CSTR with an exothermic reaction (model6.m). Want to derive and solve a very similar model of a system with only a single feed stream and the given properties:

1540_non isothermal.jpg

Simulate this system for 20 minutes with an initial concentration of CA(0) = 10 lbmol/oR and T(0) = 200oR or T(0) = 600oR. Compare and elucidate the steady-state result for the two different initial conditions. What is the significance of this result for implementing a process control scheme?

Question 3: Derive and resolve a model of an insulated water tank with a changing level (that is, changing tank volume). There is only one inflow stream with a flow rate of 1 kg/sec for t < 0 and 0.9 kg/sec for t ≥ 0.The out flow rate depends upon the level, H, within the tank and is given by mout = kv√H where kv = 0:8 kg/(m0.5s). The tank is fitted with an electric heater that inputs Q = 100kW (constant) and the cross-sectional area of the tank is 1.1m2. Derive both the mass and energy balances, determine the steady state conditions at t < 0, and determine via numerical simulation the impact of the changing in flow rate at t ≥ 0.

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Computer Engineering: Classic numerical algorithm for eigenvalue and eigenvector
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