Human opinion dynamics: an inspiration to solve complex optimization problems.

Sci Rep

1] CSIR-Central Scientific Instruments Organisation, Chandigarh, India [2] Academy of Scientific & Innovative Research, New Delhi, India.

Published: October 2013

AI Article Synopsis

  • Human interactions shape various opinions within society, and studying these dynamics is crucial in social physics.
  • The process of opinion formation involves collective intelligence influenced by social factors and individual tendencies, which can be used for developing efficient search strategies.
  • The research shows that human opinion dynamics can effectively solve complex optimization problems and offers implications for better understanding collective decision-making.

Article Abstract

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.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3801113PMC
http://dx.doi.org/10.1038/srep03008DOI Listing

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