Optimization of Characteristics for a Stochastic Agent-Based Model of Goods Exchange with the Use of Parallel Hybrid Genetic Algorithm

Optimization of Characteristics for a Stochastic Agent-Based Model of Goods Exchange with the Use of Parallel Hybrid Genetic Algorithm

A novel approach to modeling stochastic processes of goods exchange between multiple agents is presented, considering the possibility of optimizing the environment's characteristics and individual decision-making strategies. The proposed model makes it possible to form optimal states when choos...

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Bibliographic Details
Main Authors: Akopov Andranik S., Beklaryan Armen L., Zhukova Aleksandra A.
Format: Article
Language:English
Published: Sciendo 2023-06-01
Series:Cybernetics and Information Technologies
Subjects:
stochastic simulation model
agent-based modeling of barter and monetary interactions
optimal control in agent models
real-coded genetic algorithms
machine learning methods
particle swarm optimization
flame gpu
Online Access:https://doi.org/10.2478/cait-2023-0015

Internet

https://doi.org/10.2478/cait-2023-0015

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