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We study a dynamic market setting where an intermediary interacts with an unknown large sequence of agents that can be either sellers or buyers: their identities, as well as the sequence length $n$, are decided in an adversarial, online…

计算机科学与博弈论 · 计算机科学 2017-03-29 Yiannis Giannakopoulos , Elias Koutsoupias , Philip Lazos

The ability of large language models (LLMs) to manage and acquire economic resources remains unclear. In this paper, we introduce \textbf{Market-Bench}, a comprehensive benchmark that evaluates the capabilities of LLMs in…

人工智能 · 计算机科学 2026-04-21 Yushuo Zheng , Huiyu Duan , Zicheng Zhang , Yucheng Zhu , Xiongkuo Min , Guangtao Zhai

In complex systems, many different parts interact in non-obvious ways. Traditional research focuses on a few or a single aspect of the problem so as to analyze it with the tools available. To get a better insight of phenomena that emerge…

多智能体系统 · 计算机科学 2015-04-03 Klaus Jaffe

Incentives play an important role in (security and IT) risk management of a large-scale organization with multiple autonomous divisions. This paper presents an incentive mechanism design framework for risk management based on a…

计算机科学与博弈论 · 计算机科学 2010-12-16 Tansu Alpcan

The growing penetration of renewable energy requires upgrades to the transmission network to ensure the deliverability of renewable generation. As an efficient alternative to transmission expansion, flexible transmission technologies, whose…

系统与控制 · 电气工程与系统科学 2023-10-25 Xinyang Rui , Omid Mirzapour , Brittany Pruneau , Mostafa Sahraei-Ardakani

This article presents a mathematical model of dynamic pricing for real estate (RE) that incorporates multiple pricing groups, thereby expanding the capabilities of existing models. The developed model solves the problem of maximizing…

数理金融 · 定量金融 2024-11-13 Lev Razumovskiy , Mariya Gerasimova , Nikolay Karenin , Mikhail Safro

In this work, we focus on resource allocation in a decentralised open market. In decentralised open markets consists of multiple vendors and multiple dynamically-arriving buyers, thus makes the market complex and dynamic. Because, in these…

计算机科学与博弈论 · 计算机科学 2021-09-02 Pankaj Mishra , Ahmed Moustafa , Takayuki Ito

The accelerated development in Grid and peer-to-peer computing has positioned them as promising next generation computing platforms. They enable the creation of Virtual Enterprises (VE) for sharing resources distributed across the world.…

分布式、并行与集群计算 · 计算机科学 2007-05-23 Rajkumar Buyya , Heinz Stockinger , Jonathan Giddy , David Abrams

The exchange of digital goods has become a significant aspect of the global economy, with digital products offering inexpensive reproduction and distribution. In-game objects, a type of digital currency, have emerged as tradable commodities…

人机交互 · 计算机科学 2024-07-09 Georg Arbesser-Rastburg , Thomas Olip , Johanna Pirker

This paper proposes a two-step framework for techno-economic analysis of a demand-side flexibility service in distribution networks. Step one applies optimization-based modelling to propose a generic problem formulation which determines the…

系统与控制 · 电气工程与系统科学 2022-01-10 Timur Sayfutdinov , Charalampos Patsios , David Greenwood , Meltem Peker , Ilias Sarantakos

Campaign is a frequently employed instrument in lifting up the GMV (Gross Merchandise Volume) of retailer in traditional marketing. As its counterpart in online context, digital-marketing-campaign (DMC) has being trending in recent years…

信息检索 · 计算机科学 2020-09-21 Yafei Xu , Tian Xie , Yu Zhang

Pricing decisions are often made when market information is still poor. In turn, existing theoretical models often reason about the response of optimal prices to changing market characteristics without exploiting all available information…

最优化与控制 · 数学 2021-07-19 Stefanos Leonardos , Costis Melolidakis , Constandina Koki

This paper presents a Reinforcement Learning (RL) based energy market for a prosumer dominated microgrid. The proposed market model facilitates a real-time and demanddependent dynamic pricing environment, which reduces grid costs and…

系统与控制 · 电气工程与系统科学 2020-09-24 Arman Ghasemi , Amin Shojaeighadikolaei , Kailani Jones , Morteza Hashemi , Alexandru G. Bardas , Reza Ahmadi

Demand response is widely employed by today's data centers to reduce energy consumption in response to the increasing of electricity cost. To incentivize users of data centers participate in the demand response programs, i.e., breaking the…

分布式、并行与集群计算 · 计算机科学 2016-04-08 Yong Zhan , Du Xu , Hongfang Yu , Shui Yu

Increasing penetrations of distributed energy resources (DERs) and responsive loads (RLs) in the electric power distribution systems calls for a mechanism for joint supply-demand coordination. Recently, several transactive/bilateral…

系统与控制 · 电气工程与系统科学 2021-07-01 Mohammad Ostadijafari , Juan Carlos Bedoya , Anamika Dubey , Chen-Ching Liu

We study how to optimally segment monopolistic markets with a redistributive objective. We characterize optimal redistributive segmentations and show that they (i) induce the seller to price progressively, i.e., charge richer consumers…

理论经济学 · 经济学 2026-05-14 Victor Augias , Alexis Ghersengorin , Daniel M. A. Barreto

In this work we investigate the inefficiency of the electricity system with strategic agents. Specifically, we prove that without a proper control the total demand of an inefficient system is at most twice the total demand of the optimal…

计算机科学与博弈论 · 计算机科学 2015-09-10 Carlos Barreto , Eduardo Mojica-Nava , Nicanor Quijano

Deep generative models are becoming increasingly used as tools for financial analysis. However, it is unclear how these models will influence financial markets, especially when they infer financial value in a semi-autonomous way. In this…

机器学习 · 计算机科学 2024-10-21 Namid R. Stillman , Rory Baggott

Mechanism design is a well-established game-theoretic paradigm for designing games to achieve desired outcomes. This paper addresses a closely related but distinct concept, equilibrium design. Unlike mechanism design, the designer's…

计算机科学与博弈论 · 计算机科学 2024-08-20 Muhammad Najib , Giuseppe Perelli

Planning marketing mix strategies requires retailers to understand within- as well as cross-category demand effects. Most retailers carry products in a large variety of categories, leading to a high number of such demand effects to be…

应用统计 · 统计学 2015-06-05 Sarah Gelper , Ines Wilms , Christophe Croux