Generalized configurator using a declaratively constructed two-level bi-partite graph as a knowledge representation

摘要

A generalized configuration expert system for generating a complete, legal, and near-optimal configuration for any complex system consisting of multiple components is disclosed. The present invention allows a developer to specify a configurator framework for solving a particular configuration problem. A user then operates the customized configurator to generate a configuration solution based on the user's requests and the system's requirements and constraints. The generalized configurator uses declaratively constructed graphs and multiple interacting packing engines. A two-level, bi-partite, spreading activation graph is used as the knowledge representation of the components to be configured and their associated relationships. The invention dynamically manages the interaction of the multiple packer engines to select the appropriate piece of the total configuration problem to work on at any point in time, while still taking into account the other packing problems. The invention provides the ability to declaratively define the constraints used by the packing engines to assure correct configuration results.