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An Extra Dimension to Decision-Making in Animals: The Three-way Trade-off between Speed, Effort per-Unit-Time and Accuracy

Figure 2

Comparison of individuals with and without the ability to modulate effort.

Type 1 (red bars) can vary its level of effort (which it controls through the parameter ) whereas type 2 (blue bars) cannot do so (it has a fixed value of ). Type 2 has the value of optimal for one particular value of the cost of time; in our example this is . A Both types have the same performance under baseline regime of , but when increases or decreases, type 1 makes a greater proportion of correct decisions than type 2. B If decreases, type 1 increases its decision time () to a greater extent than type 2, and if increases, it reduces its decision time to a lower level than the type 2. These results are from a very large number of simulations, so the error bars on these values are vanishingly small and all differences are significant. Other parameter levels: , , , , (see Methods for details and calculations).

Figure 2

doi: https://doi.org/10.1371/journal.pcbi.1003937.g002