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Human opinion dynamics: An inspiration to solve complex optimization problems
Human interactions give rise to the formation of different kinds of opinions in a society. The study of formations and dynamics of opinions has been one of the most important areas in social physics. The opinion dynamics and associated social structure leads to decision making or so called opinion c...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3801113/ https://www.ncbi.nlm.nih.gov/pubmed/24141795 http://dx.doi.org/10.1038/srep03008 |
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author | Kaur, Rishemjit Kumar, Ritesh Bhondekar, Amol P. Kapur, Pawan |
author_facet | Kaur, Rishemjit Kumar, Ritesh Bhondekar, Amol P. Kapur, Pawan |
author_sort | Kaur, Rishemjit |
collection | PubMed |
description | Human interactions give rise to the formation of different kinds of opinions in a society. The study of formations and dynamics of opinions has been one of the most important areas in social physics. The opinion dynamics and associated social structure leads to decision making or so called opinion consensus. Opinion formation is a process of collective intelligence evolving from the integrative tendencies of social influence with the disintegrative effects of individualisation, and therefore could be exploited for developing search strategies. Here, we demonstrate that human opinion dynamics can be utilised to solve complex mathematical optimization problems. The results have been compared with a standard algorithm inspired from bird flocking behaviour and the comparison proves the efficacy of the proposed approach in general. Our investigation may open new avenues towards understanding the collective decision making. |
format | Online Article Text |
id | pubmed-3801113 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-38011132013-10-21 Human opinion dynamics: An inspiration to solve complex optimization problems Kaur, Rishemjit Kumar, Ritesh Bhondekar, Amol P. Kapur, Pawan Sci Rep Article Human interactions give rise to the formation of different kinds of opinions in a society. The study of formations and dynamics of opinions has been one of the most important areas in social physics. The opinion dynamics and associated social structure leads to decision making or so called opinion consensus. Opinion formation is a process of collective intelligence evolving from the integrative tendencies of social influence with the disintegrative effects of individualisation, and therefore could be exploited for developing search strategies. Here, we demonstrate that human opinion dynamics can be utilised to solve complex mathematical optimization problems. The results have been compared with a standard algorithm inspired from bird flocking behaviour and the comparison proves the efficacy of the proposed approach in general. Our investigation may open new avenues towards understanding the collective decision making. Nature Publishing Group 2013-10-21 /pmc/articles/PMC3801113/ /pubmed/24141795 http://dx.doi.org/10.1038/srep03008 Text en Copyright © 2013, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by/3.0/ This work is licensed under a Creative Commons Attribution 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/3.0/ |
spellingShingle | Article Kaur, Rishemjit Kumar, Ritesh Bhondekar, Amol P. Kapur, Pawan Human opinion dynamics: An inspiration to solve complex optimization problems |
title | Human opinion dynamics: An inspiration to solve complex optimization problems |
title_full | Human opinion dynamics: An inspiration to solve complex optimization problems |
title_fullStr | Human opinion dynamics: An inspiration to solve complex optimization problems |
title_full_unstemmed | Human opinion dynamics: An inspiration to solve complex optimization problems |
title_short | Human opinion dynamics: An inspiration to solve complex optimization problems |
title_sort | human opinion dynamics: an inspiration to solve complex optimization problems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3801113/ https://www.ncbi.nlm.nih.gov/pubmed/24141795 http://dx.doi.org/10.1038/srep03008 |
work_keys_str_mv | AT kaurrishemjit humanopiniondynamicsaninspirationtosolvecomplexoptimizationproblems AT kumarritesh humanopiniondynamicsaninspirationtosolvecomplexoptimizationproblems AT bhondekaramolp humanopiniondynamicsaninspirationtosolvecomplexoptimizationproblems AT kapurpawan humanopiniondynamicsaninspirationtosolvecomplexoptimizationproblems |