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Software agents based simulation for the assessment of technical indicators

Authors :
Alejandro Escobar
Julián Moreno
Sebastián Múnera
Source :
Revista Facultad de Ingeniería Universidad de Antioquia, Iss 58 (2013)
Publication Year :
2013
Publisher :
Universidad de Antioquia, 2013.

Abstract

Considering the inconvenients that the assessment of technical indicators may handle in a real stock market, an agent based simulation model is presented in this document as an alternative where two micro aspects are considered for this kind of systems: agents’ decision making mechanisms and the continuous double auction protocol through which transactions are made. In particular, the following indicators are analyzed in an empirical way: Simple, Double and Triple Weighted Moving Averages; Momentum, ROC, MACD and RSI throughout a series of simulations for 280 agents adding also external factors that may affect prices by using a Brownian motion model.

Details

Language :
English
ISSN :
01206230 and 24222844
Issue :
58
Database :
Directory of Open Access Journals
Journal :
Revista Facultad de Ingeniería Universidad de Antioquia
Publication Type :
Academic Journal
Accession number :
edsdoj.02cc55f7c6e04bd1b71bb69f7cbd1a0c
Document Type :
article
Full Text :
https://doi.org/10.17533/udea.redin.14606