Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Kaur, Rishemjit, Kumar, Ritesh, Bhondekar, Amol P., Kapur, Pawan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2013
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
_version_ 1782288074662739968
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