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This paper presents a novel Darwinian Agent-Based Modeling (ABM) methodology formacroeconomic forecasting that leverages evolutionary principles to achieve remarkablecomputational efficiency and emergent realism. Unlike conventional DSGE…

综合经济学 · 经济学 2025-07-24 Martin Jaraiz

We discuss the impact of a Covid-19--like shock on a simple model economy, described by the previously developed Mark-0 Agent-Based Model. We consider a mixed supply and demand shock, and show that depending on the shock parameters…

综合经济学 · 经济学 2021-04-22 Dhruv Sharma , Jean-Philippe Bouchaud , Stanislao Gualdi , Marco Tarzia , Francesco Zamponi

We introduce a non-zero-sum game between a government and a legislative body to study the optimal level of debt. Each player, with different time preferences, can intervene on the stochastic dynamics of the debt-to-GDP ratio via singular…

最优化与控制 · 数学 2024-11-05 Felix Dammann , Neofytos Rodosthenous , Stéphane Villeneuve

Traditional notions of production function do not consider the time dimension, appearing thus timeless and instantaneous. We propose an agent-based model accounting for the whole production side of the economy to unfold the production…

综合经济学 · 经济学 2024-05-14 Jack Birner , Marco Mazzoli , Eleonora Priori , Pietro Terna

Economic unions are international agreements oriented to increase economic efficiency and establishing political and cultural ties between the member countries. Becoming a member of an existing union usually requires the approval of both…

物理与社会 · 物理学 2022-06-08 Carlos Gracia-Lázaro , Fabio Dercole , Yamir Moreno

We investigate the macroeconomic consequences of narrow banking in the context of stock-flow consistent models. We begin with an extension of the Goodwin-Keen model incorporating time deposits, government bills, cash, and central bank…

综合经济学 · 经济学 2018-10-16 Matheus R Grasselli , Alexander Lipton

We address the issue of the distribution of firm size. To this end we propose a model of firms in a closed, conserved economy populated with zero-intelligence agents who continuously move from one firm to another. We then analyze the size…

综合金融 · 定量金融 2011-12-12 Anindya S. Chakrabarti

Artificial ecosystems provide an additional experimental tool to support laboratory work, field work, and theoretical development in competitive exclusion research. A novel application of a spatiotemporal agent based model is presented…

种群与进化 · 定量生物学 2023-06-01 John C. Stevenson

Although classical economic theory is based on the concept of stable equilibrium, real economic systems appear to be always out of equilibrium. Indeed, they share many of the dynamical features of other complex systems, e.g., ecological…

物理与社会 · 物理学 2010-11-16 Sitabhra Sinha

This paper describes how a time-varying Markov model was used to forecast housing development at a master-planned community during a transition from high to low growth. Our approach draws on detailed historical data to model the dynamics of…

计量经济学 · 经济学 2024-08-30 Christopher K. Allsup , Irene S. Gabashvili

Growth rate of the world Growth Domestic Product (GDP) is analysed to determine possible pathways of the future economic growth. The analysis is based on using the latest data of the World Bank and it reveals that the growth rate between…

综合金融 · 定量金融 2015-11-03 Ron W Nielsen

An array system of coupled maps is proposed as a model for economy evolution. The local dynamics of each map or agent is controlled by two parameters. One of them represents the growth capacity of the agent and the other one is a control…

适应与自组织系统 · 物理学 2008-12-02 J. R. Sanchez , R. Lopez-Ruiz

A Multi-Agent System is a distributed system where the agents or nodes perform complex functions that cannot be written down in analytic form. Multi-Agent Systems are highly connected, and the information they contain is mostly stored in…

多智能体系统 · 计算机科学 2011-12-01 Philippe De Wilde , Gerard Briscoe

We study systems of interacting reinforced stochastic processes, where agents' decisions evolve under reinforcement, network-mediated interactions, and environmental influences. In competitive environments with irreducible networks, we…

概率论 · 数学 2025-09-18 Michele Aleandri , Paolo Dai Pra , Ida Germana Minelli

The new business paradigms originate a strong necessity to re-think the theory of the firm with the aim to get a better understanding on the organizational and functional principles of the firm, operating in the investment economies in the…

综合金融 · 定量金融 2013-03-21 Dimitri O. Ledenyov , Viktor O. Ledenyov

Modern socio-economic systems are undergoing deep integration with artificial intelligence technologies. This paper constructs a heterogeneous agent-based modeling framework that incorporates both human workers and autonomous AI agents, to…

人工智能 · 计算机科学 2025-09-30 Yuxinyue Qian , Jun Liu

TheMinority Game (MG) has become a paradigm to probe complex social and economical phenomena where adaptive agents compete for a limited resource, and it finds applications in statistical and nonlinear physics as well. In the traditional MG…

适应与自组织系统 · 物理学 2012-04-16 Zi-Gang Huang , Ji-Qiang Zhang , Jia-Qi Dong , Liang Huang , Ying-Cheng Lai

This paper presents a simple agent-based model of an economic system, populated by agents playing different games according to their different view about social cohesion and tax payment. After a first set of simulations, correctly…

综合金融 · 定量金融 2018-09-24 L. S. Di Mauro , A. Pluchino , A. E. Biondo

Despite agriculture being the primary source of livelihood for more than half of India's population, several socio-economic policies are implemented in the Indian agricultural sector without paying enough attention to the possible outcomes…

计算机与社会 · 计算机科学 2020-08-13 Satyandra Guthula , Sunil Simon , Harish Karnick

This paper models a two-agent economy with production and appropriation as a noncooperative dynamic game, and determines its closed-form Markovian Nash equilibrium. The analysis highlights the para-metric conditions that tip the economy…

理论经济学 · 经济学 2023-04-05 Julio Huato