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Optimization under uncertainty deals with the problem of optimizing stochastic cost functions given some partial information on their inputs. These problems are extremely difficult to solve and yet pervade all areas of technological and…

Motivated by problems in contact mechanics, we propose a duality approach for computing approximations and associated a posteriori error bounds to solutions of variational inequalities of the first kind. The proposed approach improves upon…

数值分析 · 数学 2014-10-09 Zhenying Zhang , Eduard Bader , Karen Veroy

We show the existence of superprocesses in a random medium with location dependent branching. Technically, we make use of a duality relation to establish the uniqueness of the martingale problem and to obtain the moment formulas.

概率论 · 数学 2016-03-11 Congzao Dong

In this paper we present a duality theory for the robust utility maximisation problem in continuous time for utility functions defined on the positive real axis. Our results are inspired by -- and can be seen as the robust analogues of --…

数理金融 · 定量金融 2021-06-15 Daniel Bartl , Michael Kupper , Ariel Neufeld

In the present work we develop a formalism to tackle the problem of optimal execution when trading market securities. More precisely, we introduce a utility function that balances market impact and timing risk, with this last being modelled…

交易与市场微观结构 · 定量金融 2020-07-17 David Marcos

This paper studies the optimal consumption under the addictive habit formation preference in markets with transaction costs and unbounded random endowments. To model the proportional transaction costs, we adopt the Kabanov's multi-asset…

投资组合管理 · 定量金融 2016-07-26 Xiang Yu

This paper derives a robust on-line equity trading algorithm that achieves the greatest possible percentage of the final wealth of the best pairs rebalancing rule in hindsight. A pairs rebalancing rule chooses some pair of stocks in the…

投资组合管理 · 定量金融 2022-10-24 Alex Garivaltis

We prove a general duality result for multi-stage portfolio optimization problems in markets with proportional transaction costs. The financial market is described by Kabanov's model of foreign exchange markets over a finite probability…

投资组合管理 · 定量金融 2016-01-25 Robert Bassett , Khoa Le

We study the problem of super-resolution, where we recover the locations and weights of non-negative point sources from a few samples of their convolution with a Gaussian kernel. It has been recently shown that exact recovery is possible by…

最优化与控制 · 数学 2019-05-09 Stephane Chretien , Andrew Thompson , Bogdan Toader

This paper expands the notion of robust profit opportunities in financial markets to incorporate distributional uncertainty using Wasserstein distance as the ambiguity measure. Financial markets with risky and risk-free assets are…

投资组合管理 · 定量金融 2020-06-23 Derek Singh , Shuzhong Zhang

In this paper we introduce a sublinear conditional expectation with respect to a family of possibly nondominated probability measures on a progressively enlarged filtration. In this way, we extend the classic reduced-form setting for credit…

数理金融 · 定量金融 2019-08-02 Francesca Biagini , Yinglin Zhang

In this article the problem of reconstructing the pattern of connection between agents from partial empirical data in a macro-economic model is addressed, given a set of behavioral equations. This systemic point of view puts the focus on…

综合经济学 · 经济学 2019-01-30 Aurélien Hazan

A new primal-dual algorithm is presented for solving a class of non-convex minimization problems. This algorithm is based on canonical duality theory such that the original non-convex minimization problem is first reformulated as a…

数值分析 · 计算机科学 2013-01-01 Changzhi Wu , Chaojie Li , David Yang Gao

We investigate the links between various no-arbitrage conditions and the existence of pricing functionals in general markets, and prove the Fundamental Theorem of Asset Pricing therein. No-arbitrage conditions, either in this abstract…

数理金融 · 定量金融 2021-05-25 Sergey Badikov , Mark H. A. Davis , Antoine Jacquier

In this paper, we consider a stochastic recursive optimal control problem under model uncertainty. In this framework, the cost function is described by solutions of a family of backward stochastic differential equations. With the help of…

概率论 · 数学 2020-04-16 Mingshang Hu , Falei Wang

For statistical decision problems with finite parameter space, it is well-known that the upper value (minimax value) agrees with the lower value (maximin value). Only under a generalized notion of prior does such an equivalence carry over…

统计理论 · 数学 2022-12-27 Haosui Duanmu , Daniel M. Roy , David Schrittesser

Classical Bayesian mechanism design relies on the common prior assumption, but such prior is often not available in practice. We study the design of prior-independent mechanisms that relax this assumption: the seller is selling an…

理论经济学 · 经济学 2024-12-12 Jerry Anunrojwong , Santiago R. Balseiro , Omar Besbes

We study how trading costs are reflected in equilibrium returns. To this end, we develop a tractable continuous-time risk-sharing model, where heterogeneous mean-variance investors trade subject to a quadratic transaction cost. The…

投资组合管理 · 定量金融 2018-04-06 Bruno Bouchard , Masaaki Fukasawa , Martin Herdegen , Johannes Muhle-Karbe

We revisit the problem of maximizing expected logarithmic utility from consumption over an infinite horizon in the Black-Scholes model with proportional transaction costs, as studied in the seminal paper of Davis and Norman [Math. Operation…

投资组合管理 · 定量金融 2011-08-29 Stefan Gerhold , Johannes Muhle-Karbe , Walter Schachermayer

"The Price of Robustness" by Bertsimas and Sim represented a breakthrough in the development of a tractable robust counterpart of Linear Programming Problems. However, the central modeling assumption that the deviation band of each…

最优化与控制 · 数学 2014-10-24 Christina Büsing , Fabio D'Andreagiovanni