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. 2014 Jul 9;9(7):e99557. doi: 10.1371/journal.pone.0099557

Figure 1. Opinions described via Gaussian densities (17).

Figure 1

The initial opinion of Inline graphic is described by Gaussian probability density p(x) (blue curve) centered at zero; see (17). The opinion of Inline graphic amounts to Gaussian probability density q(x) (purple curve) centered at a positive value. For all three figures continuous density f(x) (Inline graphic) were approximated by 100 points Inline graphic, Inline graphic. The resulting opinion Inline graphic of Inline graphic is given by (16) with Inline graphic (olive curve). (a) The opinion of Inline graphic moves towards that of Inline graphic; Inline graphic, Inline graphic, Inline graphic, Inline graphic. (b) The maximally probable opinion of Inline graphic is reinforced; Inline graphic, Inline graphic, Inline graphic, Inline graphic. (c) The change of the opinion of Inline graphic is relatively small provided that the Gaussian densities overlap only in the region of non-commitment; cf. (18), (19). Whenever the densities overlap only within the rejection range the difference between p(x) and Inline graphic is not visible by eyes. For example, if p(x) and q(x) are Gaussian with, respectively, Inline graphic, Inline graphic, Inline graphic, the Hellinger distance (see (30) for definition) Inline graphic is close to maximally far, while the opinion change is small: Inline graphic.