Patent ID: 8015127

Claim:
A non-transitory computer-readable medium for a multi-objective optimization of a complex dynamical system which includes thereon a set of instructions, wherein the set of instructions is configured to effectuate a processing arrangement to perform procedures comprising: (a) receiving a plurality of agents configured to exhibit stochastic behavior, a plurality of parameters and constraints associated with the system, a set of variables associated with the system, and a plurality of objective functions associated with the system; (b) determining at least one behavior of the system based on the variables, the parameters, and the constraints by applying at least one multi-objective evolutionary procedure to the agents, wherein the stochastic behavior of the agents is used to generate at least one Pareto front associated with the system through multiple simulations, wherein determination of optimization includes evaluation of robustness of the at least one Pareto front; (c) independently and concurrently optimizing two or more of the objective functions using the at least one multi-objective evolutionary procedure; and (d) selecting information of the system variables associated with at least one member of the Pareto front based on the objective functions.