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Partial Differential Equations - Modelling and ... - ResearchGate

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Elliptic Monge–Ampère Equation in Dimension Two 53<br />

V 0h = V h ∩ H 1 0 (Ω) (={v | v ∈ V h , v =0onΓ }). (35)<br />

The functions Dhij 2 (Ω) areuniquely defined by the relations (33) <strong>and</strong> (34).<br />

However, in order to simplify the computation of the above discrete second order<br />

partial derivatives we will use the trapezoidal rule to evaluate the integrals<br />

in the left h<strong>and</strong> sides of (33) <strong>and</strong> (34). Owing to their practical importance,<br />

let us detail these calculations:<br />

1. First we introduce the set Σ h of the vertices of T h <strong>and</strong> then Σ 0h =<br />

{P | P ∈ Σ h , P /∈ Γ }. Next, we define the integers N h <strong>and</strong> N 0h by<br />

N h = Card(Σ h )<strong>and</strong>N 0h = Card(Σ 0h ). We have then dim V h = N h<br />

<strong>and</strong> dim V 0h = N 0h . We suppose that Σ 0h = {P k } N 0h<br />

k=1 <strong>and</strong> Σ h =<br />

Σ 0h ∪{P k } N h<br />

k=N 0h +1 .<br />

2. To P k ∈ Σ h we associate the function w k uniquely defined by<br />

w k ∈ V h , w k (P k )=1, w k (P l )=0, if l =1, ···N h ,l≠ k. (36)<br />

It is well known (see, e.g., [Glo84, Appendix 1]) that the sets B h =<br />

{w k } N h<br />

k=1 <strong>and</strong> B 0h = {w k } N 0h<br />

k=1 are vector bases of V h <strong>and</strong> V 0h , respectively.<br />

3. Let us denote by A k the area of the polygonal which is the union of<br />

those triangles of T h which have P k as a common vertex. Applying the<br />

trapezoidal rule to the integrals in the left h<strong>and</strong> side of the relations (33)<br />

<strong>and</strong> (34), we obtain:<br />

⎧<br />

⎨ ∀i =1, 2, Dhii(ϕ) 2 ∈ V 0h ,<br />

⎩ Dhii(ϕ)(P 2 k )=− 3 ∫<br />

∂ϕ ∂w k<br />

(37)<br />

dx, ∀k =1, 2, ··· ,N 0h ,<br />

A k Ω ∂x i ∂x i<br />

⎧<br />

Dh12(ϕ)(= 2 Dh21(ϕ)) 2 ∈ V 0h ,<br />

⎪⎨<br />

Dh12(ϕ)(P 2 k )=− 3 [ ∂ϕ ∂w k<br />

+<br />

2A k<br />

∫Ω<br />

∂ϕ ]<br />

∂w k<br />

dx, (38)<br />

∂x 1 ∂x 2 ∂x 2 ∂x 1<br />

⎪⎩<br />

∀k =1, 2, ··· ,N 0h .<br />

Computing the integrals in the right h<strong>and</strong> sides of (37) <strong>and</strong> (38) is quite<br />

simple since the first order derivatives of ϕ <strong>and</strong> w k are piecewise constant.<br />

Taking the above relations into account, approximating (E-MA-D) is now a<br />

fairly simple issue. Assuming that the boundary function g is continuous over<br />

Γ , we approximate the affine space V g by<br />

V gh = {ϕ | ϕ ∈ V h , ϕ(P )=g(P ), ∀P ∈ Σ h ∩ Γ }, (39)<br />

<strong>and</strong> then (E-MA-D) by<br />

{<br />

Find ψ h ∈ V gh such that for all k =1, 2,...,N 0h ,<br />

D 2 h11 (ψ h)(P k )D 2 h22 (ψ h)(P k ) −|D 2 h12 (ψ h)(P k )| 2 = f h (P k ).<br />

(E-MA-D) h<br />

The iterative solution of the problem (E-MA-D) h will be discussed in the<br />

following paragraph.

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