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相关论文: Calculating optimal limits for transacting credit …

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Nowadays consumer loan plays an important role in promoting the economic growth, and credit cards are the most popular consumer loan. One of the most essential parts in credit cards is the credit limit management. Traditionally, credit…

机器学习 · 计算机科学 2020-07-13 Hang Miao , Kui Zhao , Zhun Wang , Linbo Jiang , Quanhui Jia , Yanming Fang , Quan Yu

Reinforcement learning has been explored for many problems, from video games with deterministic environments to portfolio and operations management in which scenarios are stochastic; however, there have been few attempts to test these…

Market participants regularly send bid and ask quotes to exchange-operated limit order books. This creates an optimization challenge where their potential profit is determined by their quoted price and how often their orders are…

数理金融 · 定量金融 2025-04-16 Chutian Ma , Giacinto Paolo Saggese , Paul Smith

We consider the impulse control of Levy processes under the infinite horizon, discounted cost criterion. Our motivating example is the cash management problem in which a controller is charged a fixed plus proportional cost for adding to or…

概率论 · 数学 2022-06-10 Peter Lakner , Josh Reed

The aim of this short note is to establish a limit theorem for the optimal trading strategies in the setup of the utility maximization problem with proportional transaction costs. This limit theorem resolves the open question from [4]. The…

数理金融 · 定量金融 2021-09-28 Erhan Bayraktar , Christoph Czichowsky , Leonid Dolinskyi , Yan Dolinsky

We propose a framework for studying optimal market making policies in a limit order book (LOB). The bid-ask spread of the LOB is modelled by a Markov chain with finite values, multiple of the tick size, and subordinated by the Poisson…

交易与市场微观结构 · 定量金融 2011-06-29 Fabien Guilbaud , Huyen Pham

We study a multiplicative transient price impact model for an illiquid financial market, where trading causes price impact which is multiplicative in relation to the current price, transient over time with finite rate of resilience, and…

最优化与控制 · 数学 2019-06-27 Dirk Becherer , Todor Bilarev , Peter Frentrup

In this paper we investigate a new class of growth rate maximization problems based on impulse control strategies such that the average number of trades per time unit does not exceed a fixed level. Moreover, we include proportional…

投资组合管理 · 定量金融 2013-06-10 Sören Christensen , Marc Wittlinger

Venezuelan banks have historically made credit card limit adjustment decisions manually through committees. However, since the number of credit card holders in Venezuela is expected to increase in the upcoming months due to economic…

机器学习 · 计算机科学 2025-04-22 Diego Pestana , Enrique Areyan Viqueira

We study the optimal execution of market and limit orders with permanent and temporary price impacts as well as uncertainty in the filling of limit orders. Our continuous-time model incorporates a trade speed limiter and a trader director…

数理金融 · 定量金融 2017-04-13 Brian Bulthuis , Julio Concha , Tim Leung , Brian Ward

We study the optimal order placement strategy with the presence of a liquidity cost. In this problem, a stock trader wishes to clear her large inventory by a predetermined time horizon $T$. A trader uses both limit and market orders, and a…

计算金融 · 定量金融 2020-04-24 Hyoeun Lee , Kiseop Lee

We consider an agent who needs to buy (or sell) a relatively small amount of asset over some fixed short time interval. We work at the highest frequency meaning that we wish to find the optimal tactic to execute our quantity using limit…

交易与市场微观结构 · 定量金融 2018-03-16 Charles-Albert Lehalle , Othmane Mounjid , Mathieu Rosenbaum

The recent banking crisis has again emphasized the importance of understanding and mitigating systemic risk in financial networks. In this paper, we study a market-driven approach to rescue a bank in distress based on the idea of claims…

计算机科学与博弈论 · 计算机科学 2024-02-22 Martin Hoefer , Carmine Ventre , Lisa Wilhelmi

This paper studies a type of consumption preference where some adjustment costs are incured whenever the past spending maximum and the past spending minimum records are updated. This preference can capture the adverse effects of the…

最优化与控制 · 数学 2025-03-25 Yijie Huang , Kaixin Yan , Qinyi Zhang

The basic financial purpose of an enterprise is maximization of its value. Trade credit management should also contribute to realization of this fundamental aim. Many of the current asset management models that are found in financial…

投资组合管理 · 定量金融 2013-01-17 Grzegorz Michalski

We analyze an optimal trade execution problem in a financial market with stochastic liquidity. To this end we set up a limit order book model in which both order book depth and resilience evolve randomly in time. Trading is allowed in both…

交易与市场微观结构 · 定量金融 2021-04-16 Julia Ackermann , Thomas Kruse , Mikhail Urusov

We study optimal liquidation strategies under partial information for a single asset within a finite time horizon. We propose a model tailored for high-frequency trading, capturing price formation driven solely by order flow through…

数理金融 · 定量金融 2024-11-08 Etienne Chevalier , Yadh Hafsi , Vathana Ly Vath

This paper studies optimal market making for large-tick assets in the presence of latency. We consider a random walk model for the asset price, and formulate the market maker's optimization problem using Markov Decision Processes (MDP). We…

交易与市场微观结构 · 定量金融 2020-03-18 Xuefeng Gao , Yunhan Wang

A major part of the balance sheets of the largest US banks consists of credit card portfolios. Hence, managing the charge-off rates is a vital task for the profitability of the credit card industry. Different macroeconomic conditions affect…

机器学习 · 统计学 2020-06-16 Sajjad Taghiyeh , David C Lengacher , Robert B Handfield

In this article we study an optimal stopping/optimal control problem which models the decision facing a risk-averse agent over when to sell an asset. The market is incomplete so that the asset exposure cannot be hedged. In addition to the…

投资组合管理 · 定量金融 2008-12-10 Vicky Henderson , David Hobson
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