Abstract: A method for facilitating the avoidance of a vehicle collision with an object includes the following steps: a) providing a neural network, b) evolving a good driver, c) evolving a crash predictor, and d) outputting a graded warning signal.

Abstract: A method for providing real-time machine learning to agents used in video games is disclosed. Initially, adjusted fitnesses of a set of agents within a population are determined. An agent having a relatively low adjusted fitness is then removed from the population. Subsequently, a parent agent is probabilistically selected from the population to generate an offspring agent. Finally, the removed agent is replaced by the offspring agent, maintaining a continuous real-time replacement cycle.

Abstract: A method of simulating a solid wood multipanel door is disclosed. Predetermined portions of the thin sheets of wood which are typically used to construct hollow core doors are cut away. The portions are used to construct artificial door panels, which are replaced into the openings in the hollow core door from which they were cut. Molding is then placed around the artificial door panels. In an alternative embodiment, Wainscott panels may be constructed utilizing the inventive technique.