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A Unified Theory of θ-Expectations

arXiv 2507.20353 ↗First posted 27 Jul 2025math.PR cs.AI cs.LGcited by 0

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Abstract (arXiv)

We derive a new class of non-linear expectations from first-principles deterministic chaotic dynamics. The homogenization of the system's skew-adjoint microscopic generator is achieved using the spectral theory of transfer operators for uniformly hyperbolic flows. We prove convergence in the viscosity sense to a macroscopic evolution governed by a fully non-linear Hamilton-Jacobi-Bellman (HJB) equation. Our central result establishes that the HJB Hamiltonian possesses a rigid structure: affine in the Hessian but demonstrably non-convex in the gradient. This defines a new θ-expectation and constructively establishes a class of non-convex stochastic control problems fundamentally outside the sub-additive framework of G-expectations.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). First posted on arXiv 27 Jul 2025.

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