How Does the Ritz-Galerkin Method Ensure Uniqueness in Finite Element Solutions?

In summary: Expanding the right hand side, we get$$a(u_h,v_h) + a(v_h,v_h) \leq a(u_h,v_h) + a(v_h,v_h) + a(u_h,v_h) + a(v_h,v_h)$$ Simplifying, we get$$a(u_h,v_h) + l(v_h) \leq a(u_h,v_h) + l(v_h)$$ which is true. Therefore, $u_h$ is the unique minimizer of $F(u)$ in the space $V_h$, and hence it is the unique solution to the variational formulation. In summary, we have shown that if $f \in L_2(0,
  • #1
greek9000
2
0
Hi there I'm having a trouble with the following proof.I have the exam soon and he has asked this question every year so I have no doubt that he will ask it again.I have no idea how to do it?If you can help me I would be greatly appreciative.

Question:
Consider the 2-point boundary value problem
-u'' = f(x) on (0,1)
subject to the boundary conditions u(0) and u'(1)=0. The associated weak formulation reads:Find u element of V such that a(u,v) = l(v) for all v is an element of V,where a(u,v) = ∫(0 to 1) u'v'dx and l(v) = ∫(0 to 1) f(x)v(x)dx

Then:
(1)Define the suitable function space V(1)
(2) prove that if f is an element of C[0,1] and u is an element of C^2[0,1] satisfies the variational formulation,then u solves the differential equation.(7)
(3)Define the Ritz-Galerkin approximation to the variational statement.(2)
(4)Prove that if f is an element of L(subscript 2 at the bottom)(0,1),then the solution u(subscript h at the bottom) is an element of Vh(subscript h at the bottom of V) such that a(uh,vh) = (f,vh) for all vh is an element of Vh is unique? (8)

I need help with question 4 asap please guys.I'm desperate.Stressing out big time. Thanks very much in advance.
 
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  • #2
Solution:To prove that the solution $u_h \in V_h$ is unique, we will use the uniqueness of minimizers of a functional. Let $F(u)$ be a functional defined as:$$F(u) = \frac{1}{2}\int_0^1 (u'(x))^2 \ dx - \int_0^1 f(x)u(x) \ dx$$We will show that the solution $u_h$ is the unique minimizer of $F(u)$ in the space $V_h$. First, we observe that $F(u)$ is convex since the integrand $(u'(x))^2$ is non-negative and the second term $\int_0^1 f(x)u(x) \ dx$ is linear. Hence, it suffices to show that $u_h$ satisfies the necessary conditions for a minimizer: For any $v_h \in V_h$,$$F(u_h) \leq F(u_h + v_h)$$ Expanding the left hand side, we get $$\frac{1}{2}\int_0^1 (u_h'(x))^2 \ dx - \int_0^1 f(x)u_h(x) \ dx \leq \frac{1}{2}\int_0^1 (u_h'(x) + v_h'(x))^2 \ dx - \int_0^1 f(x)(u_h(x) + v_h(x)) \ dx$$ Using the definition of $a(u_h,v_h)$ and $l(v_h)$, we have$$a(u_h,v_h) + l(v_h) \leq a(u_h+v_h,v_h+v_h)$$Since $u_h$ satisfies the variational formulation, we have $$a(u_h,v_h) = l(v_h).$$ Hence, $$l(v_h) \leq a(u_h+v_h,
 

What is a finite element method?

A finite element method (FEM) is a numerical technique used to solve problems in engineering and mathematical physics. It involves dividing a complex system into smaller, simpler subdomains that are easier to analyze. These subdomains are known as finite elements, and the method uses mathematical equations to approximate the behavior of the system as a whole.

How is the accuracy of a finite element method determined?

The accuracy of a finite element method is determined by the number and shape of the finite elements used to approximate the system. Generally, the more elements used, the more accurate the solution will be. However, using too many elements can also lead to longer computation times and make the method less efficient.

What are the advantages of using finite element methods?

Finite element methods have several advantages, including the ability to handle complex geometries, the ability to easily incorporate boundary conditions, and the ability to handle nonlinearities in the system. They also provide a relatively fast and accurate solution compared to other numerical methods.

What are the limitations of finite element methods?

While finite element methods have many advantages, they also have some limitations. These include the difficulty of accurately modeling systems with sharp discontinuities or highly dynamic behavior. They also require a significant amount of computational power and can be time-consuming to implement.

What are some real-world applications of finite element methods?

Finite element methods have a wide range of applications in engineering and science, including structural analysis, fluid dynamics, heat transfer, and electromagnetics. They are used in industries such as aerospace, automotive, and civil engineering to design and optimize structures and systems.

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