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JOURNALS // Computer Research and Modeling // Archive

Computer Research and Modeling, 2013 Volume 5, Issue 4, Pages 513–523 (Mi crm413)

This article is cited in 1 paper

MATHEMATICAL MODELING AND NUMERICAL SIMULATION

A universal method for constructing the simulation model of complex multi-agent systems

A. A. Steryakov

Samara State Aerospace University named after academician S.P. Korolyov (National Research University), 34 Moskovskoye Shosse, Samara, 443086, Russia

Abstract: This paper presents a universal method for constructing an agent-based model of complex systems for their further clear computer representation by means of object-oriented programming languages. The method specifies both steps of model developing from the mathematical description of the system to the determined architecture of the program simulating the system. The efficiency of the method is illustrated by the construction of the two simulation models for the complex systems of various origins: the interactive simulation of the stock exchange and space-time simulation of biological species competition.

Keywords: agent-based model, complex systems, modeling methods, multi-agent systems, object-oriented model, object-oriented programing.

UDC: 004.9+519.6

Received: 18.04.2013
Revised: 03.07.2013

DOI: 10.20537/2076-7633-2013-5-4-513-523



© Steklov Math. Inst. of RAS, 2024