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We exhibit optimal control strategies for a simple toy problem in which the underlying dynamics depend on a parameter that is initially unknown and must be learned. We consider a cost function posed over a finite time interval, in contrast…

最优化与控制 · 数学 2020-02-27 Charles L. Fefferman , Bernat Guillen Pegueroles , Clarence W. Rowley , Melanie Weber

Last passage times arise in a number of areas of applied probability, including risk theory and degradation models. Such times are obviously not stopping times since they depend on the whole path of the underlying process. We consider the…

概率论 · 数学 2018-06-01 Erik J. Baurdoux , J. M. Pedraza

This paper deals with partially-observed optimal control problems for the state governed by stochastic differential equation with delay. We develop a stochastic maximum principle for this kind of optimal control problems using a variational…

最优化与控制 · 数学 2020-10-15 Shuaiqi Zhang , Xun Li , Jie Xiong

We consider a reflected backward stochastic differential equations with default time and an optional barrier in a filtration generated by a one-dimensional Brownian motion and a defaultable process. We suppose that the barrier have…

概率论 · 数学 2026-05-07 Badr Elmansouri , Mohamed El Otmani

We establish a systematic solution method for optimal stopping problems of spectrally negative L\'evy processes. Our approach relies essentially on the potential theory, in particular the Riesz decomposition and the maximum principle. Using…

最优化与控制 · 数学 2026-02-25 Masahiko Egami , Tomohiro Koike

We consider an optimal control problem governed by a class of boundary value problem with the spectral Dirichlet fractional Laplacian. Some sufficient condition for the existence of optimal processes is stated. The proof of the main result…

偏微分方程分析 · 数学 2017-12-29 Dorota Bors

We consider a class of two-sided singular control problems. A controller either increases or decreases a given spectrally negative Levy process so as to minimize the total costs comprising of the running and control costs where the latter…

最优化与控制 · 数学 2015-02-06 Erik J. Baurdoux , Kazutoshi Yamazaki

We consider an inventory system in which inventory level fluctuates as a Brownian motion in the absence of control. The inventory continuously accumulates cost at a rate that is a general convex function of the inventory level, which can be…

最优化与控制 · 数学 2014-01-21 Jim Dai , Dacheng Yao

In this paper, we study the ruin problem with investment in a general framework where the business part X is a L{\'e}vy process and the return on investment R is a semimartingale. We obtain upper bounds on the finite and infinite time ruin…

概率论 · 数学 2018-07-02 Lioudmila Vostrikova , Jérôme Spielmann

In this paper, we consider optimal control problems derived by stochastic systems with delay, where control domains are non-convex and the diffusion coefficients depend on control variables. By an estimate of the integral of…

最优化与控制 · 数学 2022-10-25 Qixia Zhang

In this paper, we consider the optimal dividends problem for a company whose cash reserves follow a general Levy process with certain positive jumps and arbitrary negative jumps. The objective is to find a policy which maximizes the…

概率论 · 数学 2014-03-27 Chuancun Yin , Kam Chuen Yuen , Ying Shen

Here and in a follow-on paper, we consider a simple control problem in which the underlying dynamics depend on a parameter $a$ that is unknown and must be learned. In this paper, we assume that $a$ is bounded, i.e., that $|a| \le…

最优化与控制 · 数学 2023-09-20 Jacob Carruth , Maximilian F. Eggl , Charles Fefferman , Clarence W. Rowley

L\'evy stochastic processes, with noise distributed according to a L\'evy stable distribution, are ubiquitous in science. Focusing on the case of a particle trapped in an external harmonic potential, we address the problem of finding…

统计力学 · 物理学 2024-01-09 Marco Baldovin , David Guéry-Odelin , Emmanuel Trizac

The first motivation of our paper is to explore further the idea that, in risk control problems, it may be profitable to base decisions both on the position of the underlying process Xt and on its supremum Xt := sup 0$\le$s$\le$t Xs.…

最优化与控制 · 数学 2019-11-15 Florin Avram , Dan Goreac

We consider a stochastic control model driven by a fractional Brownian motion. This model is a formal approximation to a queueing network with an on-off input process. We study stochastic control problems associated with the long-run…

概率论 · 数学 2008-08-12 Arka P. Ghosh , Alexander Roitershtein , Ananda Weerasinghe

In this study, we consider an optimal control problem driven by a stochastic differential equation with state constraints. Here, the state constraints mean the constraints about the path of state. In order to show the maximum principe for…

最优化与控制 · 数学 2018-04-23 Shuzhen Yang

We study a De Finetti's optimal dividend and capital injection problem under a Markov additive model. The surplus process without dividend and capital injection is assumed to follow a spectrally positive Markov additive process (MAP).…

最优化与控制 · 数学 2025-01-28 Lijun Bo , Wenyuan Wang , Kaixin Yan

We describe the solution of an optimal stopping problem for a stable L\'evy process killed at state-dependent rate, which can be seen as a model for bankruptcy. The killing rate is chosen in such a way that the killed process remains…

概率论 · 数学 2024-02-29 K. van Schaik , A. R. Watson , X. Xu

The optimal control of problems that are constrained by partial differential equations with uncertainties and with uncertain controls is addressed. The Lagrangian that defines the problem is postulated in terms of stochastic functions, with…

最优化与控制 · 数学 2012-11-19 Eveline Rosseel , Garth N. Wells

We consider a class of optimal control problems, with finite or infinite horizon, for a continuous-time Markov chain with finite state space. In this case, the control process affects the transition rates. We suppose that the controlled…

最优化与控制 · 数学 2026-02-19 Fulvia Confortola , Marco Fuhrman