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We study principal-agent problems in which a principal commits to an outcome-dependent payment scheme -- called contract -- in order to induce an agent to take a costly, unobservable action leading to favorable outcomes. We consider a…

计算机科学与博弈论 · 计算机科学 2024-06-10 Francesco Bacchiocchi , Matteo Castiglioni , Alberto Marchesi , Nicola Gatti

Model predictive control offers a powerful framework for managing constrained systems, but its repeated online optimization can become computationally prohibitive. Multiparametric programming addresses this challenge by precomputing optimal…

最优化与控制 · 数学 2026-03-19 Lida Lamakani , Efstratios N. Pistikopoulos

In the large financial market, which is described by a model with countably many traded assets, we formulate the problem of the expected utility maximization. Assuming that the preferences of an economic agent are modeled with a stochastic…

投资组合管理 · 定量金融 2014-10-21 Oleksii Mostovyi

This paper examines stochastic optimal control problems in which the state is perfectly known, but the controller's measure of time is a stochastic process derived from a strictly increasing L\'evy process. We provide dynamic programming…

最优化与控制 · 数学 2014-01-03 Andrew Lamperski , Noah J. Cowan

In a framework close to the one developed by Holmstr\"om and Milgrom [44], we study the optimal contracting scheme between a Principal and several Agents. Each hired Agent is in charge of one project, and can make efforts towards managing…

经济学 · 定量金融 2016-05-27 Romuald Elie , Dylan Possamaï

We establish a variety of results extending the well-known Pontryagin maximum principle of optimal control to discrete-time optimal control problems posed on smooth manifolds. These results are organized around a new theorem on critical and…

最优化与控制 · 数学 2017-07-14 Robert Kipka , Rohit Gupta

This paper studies multiobjective optimal control problems in the continuous-time framework when the space of states and the space of controls are infinite-dimensional and with lighter smoothness assumptions than the usual ones. The paper…

最优化与控制 · 数学 2022-07-04 Naila Hayek , Hasan Yilmaz

Time optimal control problems for some non-smooth systems in general form are considered. The non-smoothness is caused by singularity. It is proved that Pontryagin's maximum principle holds for at least one optimal relaxed control. Thus,…

最优化与控制 · 数学 2013-09-24 Hongwei Lou , Junjie Wen , Yashan Xu

I provide a sufficient condition under which a principal does not benefit from committing to a mechanism in economic models represented by a maximisation problem under constraints. These problems include mechanism design, principal-agent…

理论经济学 · 经济学 2025-10-10 Nathan Hancart

Recently, there has been a growing interest in developing inventory control policies which are robust to model misspecification. One approach is to posit that nature selects a worst-case distribution for any stochastic primitives from some…

最优化与控制 · 数学 2018-08-21 Linwei Xin , David A. Goldberg

Limited bandwidth and limited saturation in actuators are practical concerns in control systems. Mathematically, these limitations manifest as constraints being imposed on the control actions, their rates of change, and more generally, the…

最优化与控制 · 数学 2023-05-25 Siddhartha Ganguly , Souvik Das , Debasish Chatterjee , Ravi Banavar

We pursue an inverse approach to utility theory and consumption & investment problems. Instead of specifying an agent's utility function and deriving her actions, we assume we observe her actions (i.e. her consumption and investment…

投资组合管理 · 定量金融 2015-03-17 Alexander M. G. Cox , David Hobson , Jan Obloj

We present a novel method for solving a class of time-inconsistent optimal stopping problems by reducing them to a family of standard stochastic optimal control problems. In particular, we convert an optimal stopping problem with a…

最优化与控制 · 数学 2016-11-15 Christopher W. Miller

A multi-agent optimization problem motivated by the management of energy systems is discussed. The associated cost function is separable and convex although not necessarily strongly convex and there exist edge-based coupling equality…

最优化与控制 · 数学 2022-06-03 Wicak Ananduta , Angelia Nedić , Carlos Ocampo-Martinez

In this paper, we introduce an optimal control problem for multi-agent systems with non-local cost which favors simultaneous aggregation of particles. This is done introducing a time-dependent notion of multiplicity whose intrinsic…

最优化与控制 · 数学 2025-03-13 Mauro Bonafini , Giulia Cavagnari , Antonio Marigonda

We study linear contracts for combinatorial problems in multi-agent settings. In this problem, a principal designs a linear contract with several agents, each of whom can decide to take a costly action or not. The principal observes only…

计算机科学与博弈论 · 计算机科学 2024-12-19 Kanstantsin Pashkovich , Jacob Skitsko

We study hidden-action principal-agent problems with multiple agents. These are problems in which a principal commits to an outcome-dependent payment scheme in order to incentivize some agents to take costly, unobservable actions that lead…

计算机科学与博弈论 · 计算机科学 2023-02-01 Matteo Castiglioni , Alberto Marchesi , Nicola Gatti

In this paper we study a class of time-inconsistent terminal Markovian control problems in discrete time subject to model uncertainty. We combine the concept of the sub-game perfect strategies with the adaptive robust stochastic to tackle…

最优化与控制 · 数学 2020-09-10 Tomasz R. Bielecki , Tao Chen , Igor Cialenco

For time inconsistent optimal control problems, a quite popular approach is the equilibrium approach, taken by the sophisticated agents. In this short note we construct a deterministic continuous time example where the unique equilibrium is…

最优化与控制 · 数学 2023-07-26 Jianfeng Zhang

We study the problem of maximising terminal utility for an agent facing model uncertainty, in a frictionless discrete-time market with one safe asset and finitely many risky assets. We show that an optimal investment strategy exists if the…

数理金融 · 定量金融 2020-07-10 Miklós Rásonyi , Andrea Meireles-Rodrigues