US Patent 9874859 Framework for simulations of complex-adaptive systems

An initial data state is obtained for an adaptive system. A simulation is started for the adaptive system on an electronic computing device. A first trial is run of the simulation of the adaptive system until a first stop point is reached. When the first stop point is reached, one or more recursive simulations are run from the first stop point. After the one or more recursive simulations have been run, an optimized set of modified data states for the adaptive system at the first stop point is automatically determined. Using the optimized set of modified data states, the run of the first trial of the simulation is continued from the first stop point until either additional stop points are reached or the first trial of the simulation is completed. An additional set of optimized modified data states is determined for at least one of the additional stop points.