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).