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We study an optimal consumption and investment problem in a possibly incomplete market with general, not necessarily convex, stochastic constraints. We give explicit solutions for investors with exponential, logarithmic and power utility.…

投资组合管理 · 定量金融 2010-12-07 Patrick Cheridito , Ying Hu

In this short note we consider RBSDE with Lipschitz drivers and barrier processes that are optional and right upper semicontinuous. We treat the case when the barrier can be represented as a decreasing limit of cadlag barriers. We combine…

概率论 · 数学 2021-07-05 Siham Bouhadou , Astrid Hilbert , Youssef Ouknine

In this paper, we study the well-posedness of backward doubly stochastic differential equations (BDSDEs), both with and without reflection, under weak conditions. First, when the generator $f$ is of general growth in $y$ and linear growth…

概率论 · 数学 2026-03-17 Shuxian Gao , Ying Hu , Jiaqiang Wen

The theory of backward SDEs extends the predictable representation property of Brownian motion to the nonlinear framework, thus providing a path-dependent analog of fully nonlinear parabolic PDEs. In this paper, we consider backward SDEs,…

概率论 · 数学 2022-02-14 Zhenjie Ren , Nizar Touzi , Junjian Yang

We consider multidimensional quadratic BSDEs with bounded and unbounded terminal conditions. We provide sufficient conditions which guarantee existence and uniqueness of solutions. In particular, these conditions are satisfied if the…

概率论 · 数学 2017-10-24 Asgar Jamneshan , Michael Kupper , Peng Luo

We consider L\'evy processes that are approximated by compound Poisson processes and, correspondingly, BSDEs driven by L\'evy processes that are approximated by BSDEs driven by their compound Poisson approximations. We are interested in the…

概率论 · 数学 2024-02-05 Chenguang Liu , Antonis Papapantoleon , Alexandros Saplaouras

In this paper, we study the classical problem of maximization of the sum of the utility of the terminal wealth and the utility of the consumption, in a case where a sudden jump in the risk-free interest rate creates incompleteness. The…

投资组合管理 · 定量金融 2013-06-03 Bogdan Iftimie , Monique Jeanblanc , Thomas Lim , Hai-Nam Nguyen

We study Malliavin differentiability for the solutions of a stochastic differential equation with drift of super-linear growth. Assuming we have a monotone drift with polynomial growth, we prove Malliavin differentiability of any order. As…

概率论 · 数学 2024-05-31 Cristina Anton

In this paper we study the existence of a unique solution for linear stochastic differential equations driven by a L\'evy process, where the initial condition and the coefficients are random and not necessarily adapted to the underlying…

概率论 · 数学 2012-07-09 Jorge A. León , David Márquez-Carreras , Josep Vives

We consider expected utility maximisation problem for exponential Levy models and HARA utilities in presence of illiquid asset in portfolio. This illiquid asset is modelled by an option of European type on another risky asset which is…

数理金融 · 定量金融 2018-04-20 Lioudmila Vostrikova

We consider a Backward Stochastic Differential Equation (BSDE for short) in a Markovian framework for the pair of processes $(Y,Z)$, with generator with quadratic growth with respect to $Z$. The forward equation is an evolution equation in…

概率论 · 数学 2019-03-22 Davide Addona , Elena Bandini , Federica Masiero

We consider the minimal super-solution of a backward stochastic differential equation with constraint on the gains-process. The terminal condition is given by a function of the terminal value of a forward stochastic differential equation.…

概率论 · 数学 2014-09-19 Bruno Bouchard , Romuald Elie , Ludovic Moreau

Schr\"odinger Bridge (SB) is an entropy-regularized optimal transport problem that has received increasing attention in deep generative modeling for its mathematical flexibility compared to the Scored-based Generative Model (SGM). However,…

机器学习 · 统计学 2023-04-04 Tianrong Chen , Guan-Horng Liu , Evangelos A. Theodorou

In this paper, our primary focus lies in the thorough investigation of a specific category of nonlinear fully coupled forward-backward stochastic differential equations involving time delays and advancements with the incorporation of…

最优化与控制 · 数学 2023-10-23 Maozhong Xu , Maoning Tang , Qingxin Meng

This paper extends our previous work to continuous-time optimal stopping, focusing on American options in an exploratory setting. Our first contribution is an entropy-regularized penalization scheme, inspired by classical penalization…

数理金融 · 定量金融 2026-03-04 Daniel Chee , Noufel Frikha , Libo Li

Binary matrix optimization commonly arise in the real world, e.g., multi-microgrid network structure design problem (MGNSDP), which is to minimize the total length of the power supply line under certain constraints. Finding the global…

神经与进化计算 · 计算机科学 2023-11-27 Wenhua Li , Shengjun Huang , Tao Zhang , Rui Wang , Ling Wang

Given $p \in (1, 2)$, we study $L^p$-solutions of a multi-dimensional backward stochastic differential equation with jumps (BSDEJ) whose generator may not be Lipschitz continuous in $(y,z)-$variables. We show that such a BSDEJ with a…

概率论 · 数学 2017-02-13 Song Yao

We first establish the existence of an unbounded solution to a backward stochastic differential equation (BSDE) with generator $g$ allowing a general growth in the state variable $y$ and a sub-quadratic growth in the state variable $z$,…

概率论 · 数学 2019-10-21 Shengjun Fan , Ying Hu

Ito's construction of Markovian solutions to stochastic equations driven by a L\'evy noise is extended to nonlinear distribution dependent integrands aiming at the effective construction of linear and nonlinear Markov semigroups and the…

概率论 · 数学 2022-05-03 Vassili N. Kolokoltsov

Backward stochastic differential equations (BSDEs) belong nowadays to the most frequently studied equations in stochastic analysis and computational stochastics. In this paper we prove that Picard iterations of BSDEs with globally Lipschitz…

概率论 · 数学 2022-10-05 Arzu Ahmadova , Nazim I. Mahmudov