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In this paper, we focus on a class of time-inconsistent stochastic control problems, where the objective function includes the mean and several higher-order central moments of the terminal value of state. To tackle the time-inconsistency,…

数理金融 · 定量金融 2025-05-08 Yike Wang , Jingzhen Liu , Alain Bensoussan , Ka-Fai Cedric Yiu , Jiaqin Wei

In this paper we derive a novel characterization result for time-consistent stochastic control problems with higher-order moments, originally formulated by Wang et al. [SIAM J. Control. Optim., 63 (2025), 1560--1589], and newly explore many…

最优化与控制 · 数学 2026-03-19 Yike Wang , Jingzhen Liu , Jiaqin Wei

We investigate time-inconsistent portfolio problems under a broader class of monotone mean-variance (MMV) preferences. Since the optimal strategies for MMV and mean-variance (MV) preferences coincide, the MMV optimal strategies at different…

最优化与控制 · 数学 2026-04-21 Yike Wang , Yusha Chen , Jingzhen Liu

In this paper, which is a continuation of the previously published discrete time paper we develop a theory for continuous time stochastic control problems which, in various ways, are time inconsistent in the sense that they do not admit a…

最优化与控制 · 数学 2016-12-13 Tomas Björk , Mariana Khapko , Agatha Murgoci

In this paper, we investigate a class of time-inconsistent discrete-time stochastic linear-quadratic optimal control problems, whose time-consistent solutions consist of an open-loop equilibrium control and a linear feedback equilibrium…

最优化与控制 · 数学 2017-03-07 Xun Li , Yuan-Hua Ni , Ji-Feng Zhang

This paper studies robust time-inconsistent (TIC) linear-quadratic stochastic control problems, formulated by stochastic differential games. By a spike variation approach, we derive sufficient conditions for achieving the Nash equilibrium,…

最优化与控制 · 数学 2025-04-29 Bingyan Han , Chi Seng Pun , Hoi Ying Wong

We study time-inconsistent recursive stochastic control problems, i.e., for which the Bellman principle of optimality does not hold. For this class of problems classical optimal controls may fail to exist, or to be relevant in practice, and…

最优化与控制 · 数学 2024-03-14 Elisa Mastrogiacomo , Marco Tarsia

This paper deals with a class of time inconsistent stochastic linear quadratic (SLQ) optimal control problems in Markovian framework. Three notions, i.e., closed-loop equilibrium controls/strategies, open-loop equilibrium controls and their…

最优化与控制 · 数学 2018-02-06 Tianxiao Wang

In this paper, we consider a general time-inconsistent optimal control problem for a non homogeneous linear system, in which its state evolves according to a stochastic differential equation with deterministic coefficients, when the noise…

最优化与控制 · 数学 2015-05-19 Ishak Alia , Farid Chighoub , Ayesha Sohail

Standard Markovian optimal stopping problems are consistent in the sense that the first entrance time into the stopping set is optimal for each initial state of the process. Clearly, the usual concept of optimality cannot in a…

最优化与控制 · 数学 2018-12-05 Sören Christensen , Kristoffer Lindensjö

A game-theoretic framework for time-inconsistent stopping problems where the time-inconsistency is due to the consideration of a non-linear function of an expected reward is developed. A class of mixed strategy stopping times that allows…

最优化与控制 · 数学 2020-01-23 Sören Christensen , Kristoffer Lindensjö

For a discrete time Markov chain and in line with Strotz' consistent planning we develop a framework for problems of optimal stopping that are time-inconsistent due to the consideration of a non-linear function of an expected reward. We…

最优化与控制 · 数学 2020-01-23 Sören Christensen , Kristoffer Lindensjö

In this paper, we propose a numerical methodology for finding the closed-loop Nash equilibrium of stochastic delay differential games through deep learning. These games are prevalent in finance and economics where multi-agent interaction…

最优化与控制 · 数学 2023-07-14 Robert Balkin , Hector D. Ceniceros , Ruimeng Hu

Static potential games are non-cooperative games which admit a fictitious function, also referred to as a potential function, such that the minimizers of this function constitute a subset (or a refinement) of the Nash equilibrium strategies…

最优化与控制 · 数学 2021-03-08 Aathira Prasad , Puduru Viswanadha Reddy

This paper is concerned with the open-loop time-consistent solution of time-inconsistent mean-field stochastic linear-quadratic optimal control. Different from standard stochastic linear-quadratic problems, both the system matrices and the…

最优化与控制 · 数学 2016-08-19 Yuan-Hua Ni , Ji-Feng Zhang , Miroslav Krstic

This paper introduces a new method to achieve stable convergence to Nash equilibrium in duopoly noncooperative games. Inspired by the recent fixed-time Nash Equilibrium seeking (NES) as well as prescribed-time extremum seeking (ES) and…

最优化与控制 · 数学 2024-05-27 Victor Hugo Pereira Rodrigues , Tiago Roux Oliveira , Miroslav Krstić , Tamer Başar

This paper considers time-inconsistent problems when control and stopping strategies are required to be made simultaneously (called stopping control problems by us). We first formulate the timeinconsistent stopping control problems under…

最优化与控制 · 数学 2023-06-21 Zongxia Liang , Fengyi Yuan

In this paper, we propose a novel equilibrium solution notion for the time-inconsistent stochastic linear-quadratic optimal control problem. This notion is called the mixed equilibrium solution, which consists of two parts: a…

最优化与控制 · 数学 2018-08-21 Yuan-Hua Ni , Xun Li , Ji-Feng Zhang , Miroslav Krstic

A \emph{new} notion of equilibrium, which we call \emph{strong equilibrium}, is introduced for time-inconsistent stopping problems in continuous time. Compared to the existing notions introduced in ArXiv: 1502.03998 and ArXiv: 1709.05181,…

数理金融 · 定量金融 2020-10-02 Erhan Bayraktar , Jingjie Zhang , Zhou Zhou

In this paper, we formulate a general time-inconsistent stochastic linear--quadratic (LQ) control problem. The time-inconsistency arises from the presence of a quadratic term of the expected state as well as a state-dependent term in the…

最优化与控制 · 数学 2011-11-04 Ying Hu , Hanqing Jin , Xun Yu Zhou
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