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Enterprise negotiation and communication management system under the guidance of the Internet of Things
The multi-agent system is used to study the negotiation problem of virtual enterprises in the context of the Internet of Things (IoT) to strengthen the decision-making ability of enterprises and improve the negotiation efficiency between different enterprises. Firstly, virtual enterprises and high-t...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10129010/ https://www.ncbi.nlm.nih.gov/pubmed/37098082 http://dx.doi.org/10.1371/journal.pone.0284891 |
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author | Chen, Huijun |
author_facet | Chen, Huijun |
author_sort | Chen, Huijun |
collection | PubMed |
description | The multi-agent system is used to study the negotiation problem of virtual enterprises in the context of the Internet of Things (IoT) to strengthen the decision-making ability of enterprises and improve the negotiation efficiency between different enterprises. Firstly, virtual enterprises and high-tech virtual enterprises are introduced. Secondly, the virtual enterprise negotiation model is implemented using the agent technology in the IoT, including constructing the operation mode of the alliance enterprise agent and the member enterprise agent. Finally, a negotiation algorithm based on improved Bayesian theory is proposed. It is applied to virtual enterprise negotiation, and the effect of the negotiation algorithm is verified by setting an example. The results show that: (1) When one side of the enterprise adopts a risk-taking strategy, the number of negotiation rounds between the two sides increases. (2) High joint utility can be achieved when both parties to the negotiation adopt a conservative strategy. (3) The improved Bayesian algorithm can improve the negotiation efficiency of enterprises by reducing the number of negotiation rounds. This study aims to achieve efficient negotiation between the alliance and the member enterprises to improve the decision-making ability of the alliance owner enterprise. |
format | Online Article Text |
id | pubmed-10129010 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-101290102023-04-26 Enterprise negotiation and communication management system under the guidance of the Internet of Things Chen, Huijun PLoS One Research Article The multi-agent system is used to study the negotiation problem of virtual enterprises in the context of the Internet of Things (IoT) to strengthen the decision-making ability of enterprises and improve the negotiation efficiency between different enterprises. Firstly, virtual enterprises and high-tech virtual enterprises are introduced. Secondly, the virtual enterprise negotiation model is implemented using the agent technology in the IoT, including constructing the operation mode of the alliance enterprise agent and the member enterprise agent. Finally, a negotiation algorithm based on improved Bayesian theory is proposed. It is applied to virtual enterprise negotiation, and the effect of the negotiation algorithm is verified by setting an example. The results show that: (1) When one side of the enterprise adopts a risk-taking strategy, the number of negotiation rounds between the two sides increases. (2) High joint utility can be achieved when both parties to the negotiation adopt a conservative strategy. (3) The improved Bayesian algorithm can improve the negotiation efficiency of enterprises by reducing the number of negotiation rounds. This study aims to achieve efficient negotiation between the alliance and the member enterprises to improve the decision-making ability of the alliance owner enterprise. Public Library of Science 2023-04-25 /pmc/articles/PMC10129010/ /pubmed/37098082 http://dx.doi.org/10.1371/journal.pone.0284891 Text en © 2023 Huijun Chen 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 Chen, Huijun Enterprise negotiation and communication management system under the guidance of the Internet of Things |
title | Enterprise negotiation and communication management system under the guidance of the Internet of Things |
title_full | Enterprise negotiation and communication management system under the guidance of the Internet of Things |
title_fullStr | Enterprise negotiation and communication management system under the guidance of the Internet of Things |
title_full_unstemmed | Enterprise negotiation and communication management system under the guidance of the Internet of Things |
title_short | Enterprise negotiation and communication management system under the guidance of the Internet of Things |
title_sort | enterprise negotiation and communication management system under the guidance of the internet of things |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10129010/ https://www.ncbi.nlm.nih.gov/pubmed/37098082 http://dx.doi.org/10.1371/journal.pone.0284891 |
work_keys_str_mv | AT chenhuijun enterprisenegotiationandcommunicationmanagementsystemundertheguidanceoftheinternetofthings |