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We review some statistical many-agent models of economic and social systems inspired by microscopic molecular models and discuss their stochastic interpretation. We apply these models to wealth exchange in economics and study how the…

物理与社会 · 物理学 2013-03-19 Marco Patriarca , Anirban Chakraborti , Els Heinsalu , Guido Germano

A sequence of recent studies show that even in the simple setting of a single seller and a single buyer with additive, independent valuations over $m$ items, the revenue-maximizing mechanism is prohibitively complex. This problem has been…

计算机科学与博弈论 · 计算机科学 2018-01-10 Michal Feldman , Ophir Friedler , Aviad Rubinstein

Using the Minority Game model we study a broad spectrum of problems of market mechanism. We study the role of different types of agents: producers, speculators as well as noise traders. The central issue here is the information flow :…

统计力学 · 物理学 2009-10-31 Damien Challet , Matteo Marsili , Yi-Cheng Zhang

We consider a pair of traders in a market where the information available to the second trader is a strict subset of the information available to the first trader. The traders make prices based on the information available concerning a…

数理金融 · 定量金融 2024-01-24 George Bouzianis , Lane P. Hughston , Leandro Sánchez-Betancourt

A monopolistic seller aims to sell an indivisible item to multiple potential buyers. Each buyer's valuation depends on their private type and the item's quality. The seller can observe the quality but it is unknown to buyers. This quality…

计算机科学与博弈论 · 计算机科学 2024-11-13 Zhikang Fan , Weiran Shen

Following a long tradition of physicists who have noticed that the Ising model provides a general background to build realistic models of social interactions, we study a model of financial price dynamics resulting from the collective…

统计力学 · 物理学 2008-12-02 Didier Sornette , Wei-Xing Zhou

The present paper proposes a new framework for describing the stock price dynamics. In the traditional geometric Brownian motion model and its variants, volatility plays a vital role. The modern studies of asset pricing expand around…

数理金融 · 定量金融 2022-10-12 Ben Duan , Yutian Li , Dawei Lu , Yang Lu , Ran Zhang

An agent-based model for firms' dynamics is developed. The model consists of firm agents with identical characteristic parameters and a bank agent. Dynamics of those agents is described by their balance sheets. Each firm tries to maximize…

综合金融 · 定量金融 2009-01-14 Hiroshi Iyetomi , Hideaki Aoyama , Yoshi Fujiwara , Yuichi Ikeda , Wataru Souma

In this paper we derive the optimal execution trajectory for a trader who wishes to buy or sell a large position of shares which evolve as a geometric Brownian process in contrast to the arithmetic model which prevails in the existing…

投资组合管理 · 定量金融 2009-11-25 Gerardo Hernandez-del-Valle , Carlos Pacheco-Gonzalez

This paper presents an analytical treatment of economic systems with an arbitrary number of agents that keeps track of the systems' interactions and agents' complexity. This formalism does not seek to aggregate agents. It rather replaces…

综合经济学 · 经济学 2018-10-18 Aïleen Lotz , Pierre Gosselin , Marc Wambst

We analyze a model of selling a single object to a principal-agent pair who want to acquire the object for a firm. The principal and the agent have different assessments of the object's value to the firm. The agent is budget-constrained…

理论经济学 · 经济学 2024-10-07 Debasis Mishra , Kolagani Paramahamsa

We postulates, and then show experimentally, that liquidity deficit is the driving force of the markets. In the first part of the paper a kinematic of liquidity deficit is developed. The calculus-like approach, which is based on…

计算金融 · 定量金融 2016-12-07 Vladislav Gennadievich Malyshkin , Ray Bakhramov

We introduce and study a non-equilibrium continuous-time dynamical model of the price of a single asset traded by a population of heterogeneous interacting agents in the presence of uncertainty and regulatory constraints. The model takes…

适应与自组织系统 · 物理学 2009-04-23 V. I. Yukalov , D. Sornette , E. P. Yukalova

We present a novel approach to modeling market dynamics using ordinary differential equations that explicitly incorporates product competitiveness and consumer behavior. Our framework treats market segments as interacting populations in a…

动力系统 · 数学 2025-11-26 Aparna Komarla , Max Hill

Mathematical models are increasingly a part of microbiological research. Here, we share our perspective on how modeling advances the discipline by: (i) enforcing logical consistency, (ii) enabling quantitative prediction, (iii) extracting…

其他定量生物学 · 定量生物学 2026-04-22 Jamie A. Lopez , Amir Erez

We consider here probabilistic models of transportation flows. The main goal of this introduction is rather not to present various techniques for problem solving but to present some intuition to invent adequate and natural models having…

概率论 · 数学 2011-10-24 V. A. Malyshev , A. A. Zamyatin

We propose a simple model that describes the dynamics of efficiencies of competing agents. Agents communicate leading to increase of efficiencies of underachievers, and an efficiency of each agent can increase or decrease irrespectively of…

统计力学 · 物理学 2009-10-31 S. N. Majumdar , P. L. Krapivsky

We discuss potential market mechanisms for the GRID. A complete dynamical model of a GRID market is defined with three types of agents. Providers, middlemen and users exchange universal GRID computing units (GCUs) at varying prices.…

多智能体系统 · 计算机科学 2011-11-09 Uli Harder , Peter Harrison , Maya Paczuski , Tejas Shah

We study consumption behaviour in systems with heterogeneous interacting agents. Two different models are introduced, respectively with long and short range interactions among agents. At any time step an agent decides whether or not to…

统计力学 · 物理学 2008-12-02 Giulia Iori , Vassilis Koulovassilopoulos

We develop an analytically tractable model featuring heterogeneous workers and firms, where labor markets clear through a one-to-many sorting mechanism. Firms determine both the number and composition of their employees, shaping (1) the…

理论经济学 · 经济学 2026-03-11 Paweł Gola , Haozhou Tang