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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...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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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. |
format | Online Article Text |
id | pubmed-10351734 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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