The robustness of a nash equilibrium simulation model

Eitaro Aiyoshi, Atsushi Maki, Takashi Okamoto

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Abstract

Aiyoshi and Maki (2009) proposed a Nash equilibrium model applying continuous time replicator dynamics to the analysis of oligopoly markets. This paper considered a game problem under the simultaneous constraints of the allocation of product and market shares. The model assumes that a Nash equilibrium solution can be applied and derived the gradient system dynamics that can attain the Nash equilibrium solution without violating the simplex constraints. Models assumed that a minimum of three firms exist within a market, and that these firms behave to maximize their profits, defined as the difference between sales and cost functions with conjectural variations. Before conducting an empirical analysis based on observations of oligopoly markets in the real world, we have to assess the robustness of the Nash equilibrium model by changing profit and cost function parameters, as well as the initial production values and market shares of the firms. This is necessary in order to assess how well observations in the real world match those forecasts by the model. When the model is fragile, no policy implications could be extracted from the model. The paper considers differences of the converged values in the number of firms included in the model, in the numbers of the commodities included in the model, in the specification of firms' profit and cost functions, and in the initial values for the level of production and market share. The approach facilitates understanding of the robustness of attaining equilibrium in an oligopoly market.

Original languageEnglish
Title of host publication18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings
Pages1100-1106
Number of pages7
Publication statusPublished - 2009
Event18th World IMACS Congress and International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, MODSIM09 - Cairns, QLD, Australia
Duration: 2009 Jul 132009 Jul 17

Other

Other18th World IMACS Congress and International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, MODSIM09
CountryAustralia
CityCairns, QLD
Period09/7/1309/7/17

Fingerprint

Equilibrium Model
Nash Equilibrium
Simulation Model
Robustness
Oligopoly
Profit
Cost Function
Equilibrium Solution
Cost functions
Profitability
Model
Replicator Dynamics
Gradient System
Empirical Analysis
Market
System Dynamics
Forecast
Continuous Time
Maximise
Business

Keywords

  • Nash equilibrium
  • Oligopoly
  • Replicator dynamics

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Computational Mathematics
  • Modelling and Simulation

Cite this

Aiyoshi, E., Maki, A., & Okamoto, T. (2009). The robustness of a nash equilibrium simulation model. In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings (pp. 1100-1106)

The robustness of a nash equilibrium simulation model. / Aiyoshi, Eitaro; Maki, Atsushi; Okamoto, Takashi.

18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings. 2009. p. 1100-1106.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Aiyoshi, E, Maki, A & Okamoto, T 2009, The robustness of a nash equilibrium simulation model. in 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings. pp. 1100-1106, 18th World IMACS Congress and International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, MODSIM09, Cairns, QLD, Australia, 09/7/13.
Aiyoshi E, Maki A, Okamoto T. The robustness of a nash equilibrium simulation model. In 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings. 2009. p. 1100-1106
Aiyoshi, Eitaro ; Maki, Atsushi ; Okamoto, Takashi. / The robustness of a nash equilibrium simulation model. 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings. 2009. pp. 1100-1106
@inproceedings{4b4a944676324ab9bfb8451c2fa88b57,
title = "The robustness of a nash equilibrium simulation model",
abstract = "Aiyoshi and Maki (2009) proposed a Nash equilibrium model applying continuous time replicator dynamics to the analysis of oligopoly markets. This paper considered a game problem under the simultaneous constraints of the allocation of product and market shares. The model assumes that a Nash equilibrium solution can be applied and derived the gradient system dynamics that can attain the Nash equilibrium solution without violating the simplex constraints. Models assumed that a minimum of three firms exist within a market, and that these firms behave to maximize their profits, defined as the difference between sales and cost functions with conjectural variations. Before conducting an empirical analysis based on observations of oligopoly markets in the real world, we have to assess the robustness of the Nash equilibrium model by changing profit and cost function parameters, as well as the initial production values and market shares of the firms. This is necessary in order to assess how well observations in the real world match those forecasts by the model. When the model is fragile, no policy implications could be extracted from the model. The paper considers differences of the converged values in the number of firms included in the model, in the numbers of the commodities included in the model, in the specification of firms' profit and cost functions, and in the initial values for the level of production and market share. The approach facilitates understanding of the robustness of attaining equilibrium in an oligopoly market.",
keywords = "Nash equilibrium, Oligopoly, Replicator dynamics",
author = "Eitaro Aiyoshi and Atsushi Maki and Takashi Okamoto",
year = "2009",
language = "English",
isbn = "9780975840078",
pages = "1100--1106",
booktitle = "18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings",

}

TY - GEN

T1 - The robustness of a nash equilibrium simulation model

AU - Aiyoshi, Eitaro

AU - Maki, Atsushi

AU - Okamoto, Takashi

PY - 2009

Y1 - 2009

N2 - Aiyoshi and Maki (2009) proposed a Nash equilibrium model applying continuous time replicator dynamics to the analysis of oligopoly markets. This paper considered a game problem under the simultaneous constraints of the allocation of product and market shares. The model assumes that a Nash equilibrium solution can be applied and derived the gradient system dynamics that can attain the Nash equilibrium solution without violating the simplex constraints. Models assumed that a minimum of three firms exist within a market, and that these firms behave to maximize their profits, defined as the difference between sales and cost functions with conjectural variations. Before conducting an empirical analysis based on observations of oligopoly markets in the real world, we have to assess the robustness of the Nash equilibrium model by changing profit and cost function parameters, as well as the initial production values and market shares of the firms. This is necessary in order to assess how well observations in the real world match those forecasts by the model. When the model is fragile, no policy implications could be extracted from the model. The paper considers differences of the converged values in the number of firms included in the model, in the numbers of the commodities included in the model, in the specification of firms' profit and cost functions, and in the initial values for the level of production and market share. The approach facilitates understanding of the robustness of attaining equilibrium in an oligopoly market.

AB - Aiyoshi and Maki (2009) proposed a Nash equilibrium model applying continuous time replicator dynamics to the analysis of oligopoly markets. This paper considered a game problem under the simultaneous constraints of the allocation of product and market shares. The model assumes that a Nash equilibrium solution can be applied and derived the gradient system dynamics that can attain the Nash equilibrium solution without violating the simplex constraints. Models assumed that a minimum of three firms exist within a market, and that these firms behave to maximize their profits, defined as the difference between sales and cost functions with conjectural variations. Before conducting an empirical analysis based on observations of oligopoly markets in the real world, we have to assess the robustness of the Nash equilibrium model by changing profit and cost function parameters, as well as the initial production values and market shares of the firms. This is necessary in order to assess how well observations in the real world match those forecasts by the model. When the model is fragile, no policy implications could be extracted from the model. The paper considers differences of the converged values in the number of firms included in the model, in the numbers of the commodities included in the model, in the specification of firms' profit and cost functions, and in the initial values for the level of production and market share. The approach facilitates understanding of the robustness of attaining equilibrium in an oligopoly market.

KW - Nash equilibrium

KW - Oligopoly

KW - Replicator dynamics

UR - http://www.scopus.com/inward/record.url?scp=79951811451&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=79951811451&partnerID=8YFLogxK

M3 - Conference contribution

AN - SCOPUS:79951811451

SN - 9780975840078

SP - 1100

EP - 1106

BT - 18th World IMACS Congress and MODSIM09 International Congress on Modelling and Simulation: Interfacing Modelling and Simulation with Mathematical and Computational Sciences, Proceedings

ER -