Predictor Corrector Methods - Computing and Numerical Methods - Exam, Exams of Mathematical Methods for Numerical Analysis and Optimization

Main points of this exam paper are: Predictor Corrector Methods, Single Step, Multi-Step, Predictor Corrector Methods, Finite Difference, Method Outline Thestructure, Laplaces Equation

Typology: Exams

2012/2013

Uploaded on 04/13/2013

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Cork Institute of Technology
Bachelor of Engineering (Honours) in Mechanical Engineering – Stage 3
(Bachelor of Engineering in Mechanical Engineering – Stage 3)
Autumn 2005
Computing and Numerical Methods
(Time: 3 Hours)
Instructions
Answer any FOUR questions.
All questions carry equal marks.
Examiners: Dr. R. Sheehy
Prof. J. Monaghan
Mr. J. E. Hegarty
Q1. (a) Illustrate using suitable examples the concepts of (i) Stability (ii) Convergence as
applied to the numerical solution of ordinary differential equations. (6 Marks)
(b) Briefly describe (i) Single step (ii) Multi-step (iii) Predictor Corrector Methods and give
an example in each case. (9 Marks)
(c) Using any multi-step method obtain a numerical solution to the initial value problem
yyx
dx
dy = 2 in the interval [0,1] with y(0) = 1 and h = .2 (5 Marks)
(d) Outline the structure of a program to implement the 4th order RK Method. (5 Marks)
Q2. (a) Illustrate using suitable examples both Initial Value and Boundary Value Problems. The
steady-state heat balance for a rod is 0)(
1
2
2
=+ TTh
dx
Td
a. Obtain an analytical solution
for a 10m rod with h1 = .01 Ta = 20 , T(O) = 40 , T(10) = 200. (3 Marks)
(b) Use the Shooting Method to obtain a numerical solution to the problem in part (a).
(7 Marks)
(c) Use a Finite Difference Method with X = 2 to solve the same problem as in part (a).
(7 Marks)
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Cork Institute of Technology

Bachelor of Engineering (Honours) in Mechanical Engineering – Stage 3

(Bachelor of Engineering in Mechanical Engineering – Stage 3)

Autumn 2005

Computing and Numerical Methods

(Time: 3 Hours)

InstructionsAnswer any FOUR questions. All questions carry equal marks.

Examiners: Dr. R. SheehyProf. J. Monaghan Mr. J. E. Hegarty

Q1. (a) Illustrate using suitable examples the concepts of (i) Stability (ii) Convergence as applied to the numerical solution of ordinary differential equations. (6 Marks) (b) Briefly describe (i) Single step (ii) Multi-step (iii) Predictor Corrector Methods and give an example in each case. (9 Marks) (c) Using any multi-step method obtain a numerical solution to the initial value problem dxdy^ =^ yx^2 −^ y in the interval [0,1] with y(0) = 1 and h = .2^ (5 Marks) (d) Outline the structure of a program to implement the 4th^ order RK Method. (5 Marks)

Q2. (a) Illustrate using suitable examples both Initial Value and Boundary Value Problems. The

steady-state heat balance for a rod is ddx^^2 T 2 + h^1 ( TaT ) = 0. Obtain an analytical solution for a 10m rod with h^1 = .01 T (^) a = 20 , T(O) = 40 , T (^) (10) = 200. (3 Marks) (b) Use the Shooting Method to obtain a numerical solution to the problem in part (a). (7 Marks) (c) Use a Finite Difference Method with ∆X = 2 to solve the same problem as in part (a). (7 Marks)

(d) Outline the structure of a program to implement the shooting method for a linear 2nd order differential equation. (8 Marks) Q3. (a) Show that for steady state heat flow in a thin plate the temperature T(x, y) at any interior point obeys Laplaces Equation. ∂ 2 T ∂x^2 + ∂^2 T ∂y 2 =^0 (7 marks) (b) Replace Laplaces Equation ∂ 2 T ∂x^2 + ∂^2 T ∂y 2 =^0 by a finite difference approximation. If the boundary values T(x, y) are assigned on all four sides of a square show how a linear algebraic system results. (6 marks) (c) Show, using a suitable example, how (i) Derivative Boundary Conditions and (ii) Irregular Boundaries Contribute to the system of linear algebraic equations. (12 marks)

Q4. (a) Briefly explain explicit and implicit finite difference methods in the solution of partial differential equations. (4 Marks) (b) Obtain the temperature distribution at 1 cm grid points of 5 cm square plate if:- (i) Two opposite faces held at 200°C and two at 50°C. (5 Marks) (ii) Two opposite faces are held at 100°C and two insulated. (4 Marks) (iii) Find the flux at any one interior grid point. (4 Marks) (c) Outline the general structure of a program to implement Liebmann's Method for a rectangular plate. Your program should incorporate both Dirichlet and derivative boundary conditions. (8 Marks)