Genetic Programming Approach to Data Mining and Knowledge Discovery from Store Separation Trajectories

Award Information
Agency:
Department of Defense
Branch
Air Force
Amount:
$749,997.00
Award Year:
2007
Program:
SBIR
Phase:
Phase II
Contract:
FA9200-06-C-0326
Agency Tracking Number:
F051-294-3604
Solicitation Year:
2005
Solicitation Topic Code:
AF05-294
Solicitation Number:
2005.1
Small Business Information
OPTIMAL SYNTHESIS, INC.
868 San Antonio Road, Palo Alto, CA, 94303
Hubzone Owned:
N
Socially and Economically Disadvantaged:
Y
Woman Owned:
N
Duns:
829385509
Principal Investigator:
P. Menon
Chief Scientist
(650) 213-8585
menon@optisyn.com
Business Contact:
P. Menon
President
(650) 213-8585
menon@optisyn.com
Research Institution:
n/a
Abstract
Development of a data mining and knowledge discovery software package for store separation trajectory analysis is proposed. Multiple tools will be included in the software to allow a spectrum of investigations such as visual data mining, uncertainty analysis, worst-case analysis and variation analysis. These tools can be used by store separation trajectory analysts to gain a deeper understanding of the information contained in the trajectories from sources such as Monte-Carlo simulations and Genetic Algorithm searches. The software will help extract important trends in the data and direct the analyst's attention to areas requiring further analysis. Phase I feasibility demonstration project developed a preliminary prototype of the software that works in a well-known numerical environment with an open-source database managing the store separation data. The software features were demonstrated with respect to the store separation analysis workflow. The Phase II research will refine the analytical tools to more specifically focus on the issues of interest to the Air Force. A commercial quality software package capable of running under multiple operating systems will be developed and delivered to the Air Force with all the pertinent documentation at the end of the proposed research.

* information listed above is at the time of submission.

Agency Micro-sites

US Flag An Official Website of the United States Government