Patent ID: 7096209

Claim:
A computer system in a computer network, said computer system comprising: a bus; a memory unit coupled to said bus; and at least one processor coupled to said bus, said at least one processor for executing a method for action selection based upon an objective of an outcome relative to a subject, said method comprising: a) acquiring and storing a training set, said training set an existing database of information, said information are attributes of said subject, wherein said training set is to provide a base of data for said method; b) calculating and storing a best behavioral model for predicting said outcome, provided an action is applied to said subject; c) mapping of said training set to said best behavioral model within a business metric space, wherein said mapping is subsequently stored; d) selecting and storing a random sub-sample of said training set mapped to said best behavioral model, said random sub-sample for reducing computational requirements when determining an optimized strategy; and e) determining and storing said optimized strategy for said random sub-sample, said optimized strategy for providing an optimal action relative to said subject for said objective of said outcome.