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Existence of affine realizations for stochastic partial differential equations driven by Lévy processes

Stefan Tappe

TL;DR

The paper characterizes when a semilinear SPDE driven by Lévy processes admits an affine realization, i.e., a finite-dimensional invariant foliation that renders the dynamics tractable. It develops necessary and sufficient conditions in terms of $A$-invariance, the drift projection, and volatility containment, and extends the analysis to linear SPDEs via $A$-quasi-exponential volatility, including a constructive framework via operator transformations. The results are applied to the HJMM equation and a collection of linear SPDEs, with rigorous proofs for the foliation-based approach and clear criteria for the linear case. This provides a principled method to reduce infinite-dimensional Lévy-driven SPDEs to finite-dimensional dynamics, enabling tractable analysis in mathematical finance and applied sciences.

Abstract

The goal of this paper is to clarify when a semilinear stochastic partial differential equation driven by Lévy processes admits an affine realization. Our results are accompanied by several examples arising in natural sciences and economics.

Existence of affine realizations for stochastic partial differential equations driven by Lévy processes

TL;DR

The paper characterizes when a semilinear SPDE driven by Lévy processes admits an affine realization, i.e., a finite-dimensional invariant foliation that renders the dynamics tractable. It develops necessary and sufficient conditions in terms of -invariance, the drift projection, and volatility containment, and extends the analysis to linear SPDEs via -quasi-exponential volatility, including a constructive framework via operator transformations. The results are applied to the HJMM equation and a collection of linear SPDEs, with rigorous proofs for the foliation-based approach and clear criteria for the linear case. This provides a principled method to reduce infinite-dimensional Lévy-driven SPDEs to finite-dimensional dynamics, enabling tractable analysis in mathematical finance and applied sciences.

Abstract

The goal of this paper is to clarify when a semilinear stochastic partial differential equation driven by Lévy processes admits an affine realization. Our results are accompanied by several examples arising in natural sciences and economics.

Paper Structure

This paper contains 7 sections, 22 theorems, 65 equations.

Key Result

Theorem 1.1

Suppose that the subspace $V$ is $A$-semi-invariant. Then the SPDE (SPDE) has an affine realization generated by $V$ if and only if the following three conditions are fulfilled:

Theorems & Definitions (57)

  • Theorem 1.1
  • Corollary 1.2
  • Theorem 1.3
  • Remark 2.1
  • Definition 2.2
  • Lemma 2.3
  • proof
  • Lemma 2.4
  • proof
  • Lemma 3.1
  • ...and 47 more