Dr. De Jong received his Ph.D. in computer science from the University of Michigan in 1975. He joined George Mason Uiversity in 1984 and is currently a Professor of Computer Science, head of the Evolutionary Computation Laboratory, and associate director of the Krasnow Institute. His research interests include genetic algorithms, evolutionary computation, machine learning, and adaptive systems. He is currently involved in research projects involving the development of new evolutionary algorithm (EA) theory, the use of EAs as heuristics for NP-hard problems, and the application of EAs to the problem of learning task programs in domains such as robotics, diagnostics, navigation and game playing. He is also interested in experience-based learning in which systems must improve their performance while actually performing the desired tasks in environments not directly their control or the control of a benevolent teacher. Support for these projects is provided by DARPA, ONR, and NRL. He is an active member of the Evolutionary Computation research community and has been involved in organizing many of the workshops and conferences in this area. He is the founding editor-in-chief of the journal Evolutionary Computation (MIT Press), and a member of the board of ACM SIGEVO.
Office: Room 4452 Engineering Bldg
Genetic algorithms, evolutionary computation, machine learning,
artificial intelligence, and complex adaptive systems.
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