Project ID: 218
MOHAMAD AQIM BIN MOHD FADZIL - CS247
2016289538
Supervisor: MOHD RIVAIE BIN MOHD ALI (DR)
Examiner: MOHD RIVAIE BIN MOHD ALI (DR)
Application of RMIL Conjugate Gradient in solving Second Order Linear Nonhomogeneous ODE
Abstract
Problem regarding second-order nonhomogeneous ordinary differential equations with
Boundary Value Problem (BVP) commonly encountered in a wide range of fields and
professions such as physics and engineering making them important to find a solution
to solve the equations. They usually are solved using two theoretical methods which
are known as undetermined coefficient and variation of parameters. Nevertheless, it is
quite difficult and taking much time to understand whenever involving a complicated
equation. Researchers more likely use a numerical method in the form of least square
method which is more practical and only requires a simple method to be understood
compared to the theoretical method. In this research, there are three types of ode
problem are chosen and solved by using both theoretical and least square method. Since
the problem might come from the theoretical method, the functions are chosen based
on the method. The three types of functions consist of exponential, algebraic and
trigonometric. Least square method cannot solve the equations by itself as there is
inverse matrix comes from the system of linear equation which will lead to ill-conditioned matrix. To avoid such problems, Conjugate Gradient are applied. Error of
the equation is taken based on exact and approximate methods in order to determine the
best solution. From that, it shows that Least Square Method can solved a second-order
nonhomogeneous ordinary differential equation with BVP.