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Partial Differential Equations - Modelling and ... - ResearchGate

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We have proved<br />

Calibration of Lévy Processes with American Options 267<br />

Proposition 5. Under the assumptions of Proposition 4, there exist a positive<br />

constant C <strong>and</strong> a constant λ ≥ 0 such that, for all u ∈ V α if α>1/2 or for<br />

all u ∈ V 1 if α ≤ 1/2,<br />

〈Bu,u + 〉≥C|u + | 2 V α − λ‖u +‖ 2 L 2 (R +) . (28)<br />

A weak maximum principle for parabolic problems stems from Proposition 5.<br />

The Integro-<strong>Differential</strong> Operator when the Volatility σ is Positive<br />

When σ > 0, the space V 1 plays a special role. Thus, we use the shorter<br />

notation V = V 1 .<br />

With B defined in (13), we introduce the integro-differential operator A:<br />

Av = − σ2 x 2 ∂ 2 v<br />

2 ∂x 2 + rx∂v + Bv. (29)<br />

∂x<br />

If σ>0, <strong>and</strong> if (α, ψ) satisfy the assumptions of Proposition 4, then<br />

• A is a continuous operator from V to V −1 ,<br />

• we have the Gårding inequality: there exist c > 0<strong>and</strong>λ ≥ 0suchthat<br />

〈Av, v〉 ≥c|v| 2 V − λ‖v‖ 2 L 2 (R +) , ∀v ∈ V, (30)<br />

• for any v ∈ V ,<br />

〈Av, v + 〉≥c|v + | 2 V − λ‖v + ‖ 2 L 2 (R +) , (31)<br />

• the operator A + λI is one to one <strong>and</strong> continuous from V 2 onto L 2 (R + ),<br />

with a continuous inverse.<br />

Remark 3. Note that the assumption that ψ>0nearz = 0 is not necessary<br />

for A to have the above properties: indeed, since σ>0, Gårding’s inequality<br />

holds even if ψ = 0 near 0. The main advantage of this assumption is rather<br />

that it permits a clear identification of the kernel’s singularity at z =0.<br />

3 The Variational Inequality when the Volatility<br />

σ is Positive<br />

We are ready to write the variational inequalities corresponding to the linear<br />

complementarity problem (15)–(18).<br />

We introduce the closed subspace of V :<br />

K = {v ∈ V, v(x) ≥ u ◦ (x) in R + }. (32)

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