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Genetic Programming Approach to Data Mining and Knowledge Discovery from Store…

Award Information

Agency:
Department of Defense
Branch:
Air Force
Award ID:
73291
Program Year/Program:
2007 / SBIR
Agency Tracking Number:
F051-294-3604
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Optimal Synthesis, Inc.
95 First Street, Suite 240 Los Altos, CA 94022-2777
View profile »
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 2
Fiscal Year: 2007
Title: Genetic Programming Approach to Data Mining and Knowledge Discovery from Store Separation Trajectories
Agency / Branch: DOD / USAF
Contract: FA9200-06-C-0326
Award Amount: $749,997.00
 

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.

Principal Investigator:

P. K. Menon
Chief Scientist
6502138585
menon@optisyn.com

Business Contact:

P. K. Menon
President
6502138585
menon@optisyn.com
Small Business Information at Submission:

OPTIMAL SYNTHESIS, INC.
868 San Antonio Road Palo Alto, CA 94303

EIN/Tax ID: 770484755
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No