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My Research
Main Research Interests
- Artificial intelligence and Evolutionary Computation
- Genetic and Evolutionary Algorithms
- representation and operators
- constraints in Genetic Algorithms and Genetic Programming
- adaptable representation and probabilistic models
- Symbolic Machine Learning
- Fuzzy Decision Tree
Selected Research Involvements
- Music Identification, in progress
- Statistical Methods for Recursively Partitioned Trees, Co-PI,
supported by NIH.
- Fuzzy Decision Trees, supported by NSF
- Constrained
Genetic Programming, in collaboration with NASA/JSC, partly
funded by NASA/JSC and UMRB. This
tutorial was presented at GP98
- Optimization of the Air Mobility Command (AMC) fleet, as a part of
the Business Decision Model (ABDM), under Seidcon and Unisys
Research Grants/Contracts
- "Member Portal Tool". ESI, 2008, PI.
- "Network Load Testing Tool". ESI, 2007, PI.
- "Statistical methods for Recursively Partitioned Trees". NIH, 2002-2005, co-PI.
- "Optimization of the Air Mobility Command". 1998-1999, subcontractor to Unisys.
- "Improving On-Line Aircraft Safety Messaging". ATCOM (US Army), 1997, PI.
- "Fuzzy Decision Trees". NSF, 1995-1996. PI.
- "Constraints in Genetic Programming". NASA/JSC. 1995. PI.
- "Summer Research Felowship". NASA/JSC, 1995, 1996, 2003, 2004, PI. Also supports for students: 1996, 2003.
- "Summer Research Fellowship". NCRC (Navy), 1992, PI.
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