Dmitry Cherkassky

US Patent:

20040215425, Oct 28, 2004

Filed:

Feb 10, 2004

Appl. No.:

10/776561

Inventors:

Dmitry Cherkassky - Voorhees NJ, US

International Classification:

H03F001/26

US Classification:

702/189000

Abstract:

An automated system and a method for estimating quantities from their measured values, incorporating these estimates into decision making processes, and combining these estimates with other available knowledge (e.g. statistical, physical and logical models) are provided. Estimation is performed by utilizing finite compact representations to capture the structure of continuous or large discrete problems, allowing efficient computation of decision rules. The representations are exact, so the resulting solutions are not approximations. Decision making is accomplished by selecting decisions based on the task to be completed, results of the estimation, and any available knowledge.