A Fast-Learning Methodology for the Cournot Oligopoly Model

We propose a learning process for a Cournot production model transformed into a leader-2-followers model. We focus our analysis on a learning process in the context of an oligopoly game comprising three players. By applying the training process in line with the essence of the leader-2-followers game, we achieve accelerated convergence to the equilibrium point in a Cournot game involving three players. Notably, the proposed learning process operates effectively under conditions of incomplete market information. An illustrative example underscores the application of the learning process in discerning the rational behavior of players in a Cournot game involving three players.

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Publication Details

Journal
WSEAS TRANSACTIONS ON BUSINESS AND ECONOMICS
Published
2025-04-11
DOI
https://doi.org/10.37394/23207.2025.22.55
Primary Topic
Electric Power System Optimization
Type
article
Field-Weighted Citation Impact
0.00
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article

A Fast-Learning Methodology for the Cournot Oligopoly Model

Ivan Ganchev Ivanov, Ivelin G. Ivanov
WSEAS TRANSACTIONS ON BUSINESS AND ECONOMICS
Electric Power System Optimization
article

A Fast-Learning Methodology for the Cournot Oligopoly Model

Ivan Ganchev Ivanov, Ivelin G. Ivanov
article en

Abstract

We propose a learning process for a Cournot production model transformed into a leader-2-followers model. We focus our analysis on a learning process in the context of an oligopoly game comprising three players. By applying the training process in line with the essence of the leader-2-followers game, we achieve accelerated convergence to the equilibrium point in a Cournot game involving three players. Notably, the proposed learning process operates effectively under conditions of incomplete market information. An illustrative example underscores the application of the learning process in discerning the rational behavior of players in a Cournot game involving three players.

WSEAS TRANSACTIONS ON BUSINESS AND ECONOMICSVol. 22
Shumen University (BG), Sofia University "St. Kliment Ohridski" (BG)
Openalex Percentile: Top 94%
Electric Power System Optimization
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A Fast-Learning Methodology for the Cournot Oligopoly Model — Ivan Ganchev Ivanov, Ivelin G. Ivanov · WSEAS TRANSACTIONS ON BUSINESS AND ECONOMICS (2025) | TGRS Research Map | TGRS