INTERACTIVE COURSE OF ACTION ANALYSIS TOOL USING CASE BASED INJECTED GENETIC ALGORITHM

Patent №

US 7,698,237

Granted

2010-04-13

Filed 2005

Owner

NORTHROP GRUMMAN CORPORATION

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11062508

Systems and methods are provided for generating and evaluating a plurality of courses of action (COAs) for a problem of interest having an associated set of problem characteristics. A case based reasoner generates an initial set of courses of action according to the associated problem characteristics. Each course of action includes a plurality of COA packages and a set of associated fitness parameters. A genetic algorithm refines the initial set of courses of action according to a set of global influence values to produce at least one optimized course of action. A user interface allows a user to adjust at least one value from the set of global influence values and the set of fitness parameters associated with each optimized course of action.

AI classification

Planning1.00
Evolutionary computation1.00
Machine learning1.00
AI hardware1.00
Knowledge representation1.00
Vision0.20
Speech0.01
Natural language0.00

Ownership

NORTHROP GRUMMAN CORPORATION

assignment · 163160554

Assignors

TALBOT, PATRICK J.

On an employer assignment, the assignors are typically the inventors.

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