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Evolutionary dynamics in financial markets with heterogeneities in investment strategies and reference points

In nature and human societies, the effects of homogeneous and heterogeneous characteristics on the evolution of collective behaviors are quite different from each other. By incorporating pair pattern strategies and reference point strategies into an agent-based model, we have investigated the effect...

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Detalles Bibliográficos
Autores principales: Xu, Wen-Juan, Zhong, Chen-Yang, Ren, Fei, Qiu, Tian, Chen, Rong-Da, He, Yun-Xin, Zhong, Li-Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10351734/
https://www.ncbi.nlm.nih.gov/pubmed/37459315
http://dx.doi.org/10.1371/journal.pone.0288277
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author Xu, Wen-Juan
Zhong, Chen-Yang
Ren, Fei
Qiu, Tian
Chen, Rong-Da
He, Yun-Xin
Zhong, Li-Xin
author_facet Xu, Wen-Juan
Zhong, Chen-Yang
Ren, Fei
Qiu, Tian
Chen, Rong-Da
He, Yun-Xin
Zhong, Li-Xin
author_sort Xu, Wen-Juan
collection PubMed
description In nature and human societies, the effects of homogeneous and heterogeneous characteristics on the evolution of collective behaviors are quite different from each other. By incorporating pair pattern strategies and reference point strategies into an agent-based model, we have investigated the effects of homogeneous and heterogeneous investment strategies and reference points on price movement. In the market flooded with the investors with homogeneous investment strategies or homogeneous reference points, large price fluctuations occur. In the market flooded with the investors with heterogeneous investment strategies or heterogeneous reference points, moderate price fluctuations occur. The coexistence of different kinds of investment strategies can not only refrain from the occurrence of large price fluctuations but also the occurrence of no-trading states. The present model reveals that the coexistence of heterogeneous populations, whether they are the individuals with heterogeneous investment strategies or heterogeneous reference points of stock prices, is an important factor for the stability of the stock market.
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spelling pubmed-103517342023-07-18 Evolutionary dynamics in financial markets with heterogeneities in investment strategies and reference points Xu, Wen-Juan Zhong, Chen-Yang Ren, Fei Qiu, Tian Chen, Rong-Da He, Yun-Xin Zhong, Li-Xin PLoS One Research Article In nature and human societies, the effects of homogeneous and heterogeneous characteristics on the evolution of collective behaviors are quite different from each other. By incorporating pair pattern strategies and reference point strategies into an agent-based model, we have investigated the effects of homogeneous and heterogeneous investment strategies and reference points on price movement. In the market flooded with the investors with homogeneous investment strategies or homogeneous reference points, large price fluctuations occur. In the market flooded with the investors with heterogeneous investment strategies or heterogeneous reference points, moderate price fluctuations occur. The coexistence of different kinds of investment strategies can not only refrain from the occurrence of large price fluctuations but also the occurrence of no-trading states. The present model reveals that the coexistence of heterogeneous populations, whether they are the individuals with heterogeneous investment strategies or heterogeneous reference points of stock prices, is an important factor for the stability of the stock market. Public Library of Science 2023-07-17 /pmc/articles/PMC10351734/ /pubmed/37459315 http://dx.doi.org/10.1371/journal.pone.0288277 Text en © 2023 Xu et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Xu, Wen-Juan
Zhong, Chen-Yang
Ren, Fei
Qiu, Tian
Chen, Rong-Da
He, Yun-Xin
Zhong, Li-Xin
Evolutionary dynamics in financial markets with heterogeneities in investment strategies and reference points
title Evolutionary dynamics in financial markets with heterogeneities in investment strategies and reference points
title_full Evolutionary dynamics in financial markets with heterogeneities in investment strategies and reference points
title_fullStr Evolutionary dynamics in financial markets with heterogeneities in investment strategies and reference points
title_full_unstemmed Evolutionary dynamics in financial markets with heterogeneities in investment strategies and reference points
title_short Evolutionary dynamics in financial markets with heterogeneities in investment strategies and reference points
title_sort evolutionary dynamics in financial markets with heterogeneities in investment strategies and reference points
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10351734/
https://www.ncbi.nlm.nih.gov/pubmed/37459315
http://dx.doi.org/10.1371/journal.pone.0288277
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