David S Jacobson

US Patent:

7603325, Oct 13, 2009

Filed:

Apr 7, 2005

Appl. No.:

11/100968

Inventors:

David L. Jacobson - Oakton VA, US

International Classification:

G06N 3/00
G06F 19/00

US Classification:

706 13, 702 19

Abstract:

A genetic algorithm architecture implements a two-stage completion genetic algorithm with respect to an evolving current population data set. The two-stage completion genetic algorithm that includes genotype and phenotype completion loops. The genotype completion loop operates to compete the current population data set based on genotype field fitness scores. The genotype completion loop also implements a phenogenesis operator used to generate a current phenotype set. The phenotype completion loop operates, concurrently with the genotype completion loop, to evaluate the current phenotype set, constrained relative to the current population data set, against a fitness function to produce phenotype fitness scores. The phenotype completion loop implements a genotype reduction operator that then determines corresponding genotype fitness scores for use as the basis for competition in the genotype completion loop.

US Patent:

8429104, Apr 23, 2013

Filed:

Aug 31, 2009

Appl. No.:

12/551478

Inventors:

David L. Jacobson - Oakton VA, US

International Classification:

G06F 3/00
G06F 19/00

US Classification:

706 13, 702 19

Abstract:

A genetic algorithm architecture implements a two-stage completion genetic algorithm with respect to an evolving current population data set. The two-stage completion genetic algorithm that includes genotype and phenotype completion loops. The genotype completion loop operates to compete the current population data set based on genotype field fitness scores. The genotype completion loop also implements a phenogenesis operator used to generate a current phenotype set. The phenotype completion loop operates, concurrently with the genotype completion loop, to evaluate the current phenotype set, constrained relative to the current population data set, against a fitness function to produce phenotype fitness scores. The phenotype completion loop implements a genotype reduction operator that then determines corresponding genotype fitness scores for use as the basis for competition in the genotype completion loop.

US Patent:

8429105, Apr 23, 2013

Filed:

Aug 31, 2009

Appl. No.:

12/551485

Inventors:

David L. Jacobson - Oakton VA, US

International Classification:

G06F 3/00
G06F 19/00

US Classification:

706 13, 702 19

Abstract:

A genetic algorithm architecture implements a two-stage completion genetic algorithm with respect to an evolving current population data set. The two-stage completion genetic algorithm that includes genotype and phenotype completion loops. The genotype completion loop operates to compete the current population data set based on genotype field fitness scores. The genotype completion loop also implements a phenogenesis operator used to generate a current phenotype set. The phenotype completion loop operates, concurrently with the genotype completion loop, to evaluate the current phenotype set, constrained relative to the current population data set, against a fitness function to produce phenotype fitness scores. The phenotype completion loop implements a genotype reduction operator that then determines corresponding genotype fitness scores for use as the basis for competition in the genotype completion loop.