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Chien-Feng Huang

CNLS Postdoctoral Research Associate
B-5/CNLS

Machine Learning

Chien-Feng Huang

Office: TA-3, Bldg. 1690, Rm 134
Mail Stop: B258
Phone: (505) 665-9176
Fax: (505) 665-2659

cfhuang@lanl.gov
home page

Educational Background/Employment:
  • Control Engineering, National Chiao Tung University, Taiwan, 1993.
  • Ph.D: Department of Electrical Engineering and Computer Science, University of Michigan, 2002.
  • Postdoctoral Research: Modeling, Algorithms, and Informatics Group (CCS-3), Computer & Computational Sciences Division, LANL, 2002-2004

Research Interests:

  • Complex Systems Research
  • Multi-agent Systems
  • Computational Biology
  • Optimization
  • Machine Learning

Selected Recent Publications:

  1. C.-F. Huang,C.E.M. Strauss, S. Bieniawski and D. Wolpert, A Comparative Study of Probability Collectives Based Multiagent Systems and Genetic Algorithms, Genetic and Evolutionary Computation Conference (GECCO-2005), submitted.
  2. C.-F. Huang and L.M. Rocha, Tracking Extrema in Dynamic Environments using a Coevolutionary Agent-based Model of Genotype Edition, Genetic and Evolutionary Computation Conference (GECCO-2005), submitted.
  3. C.-F. Huang and L.M. Rocha, Systematic Study of Genetic Algorithms with Genotype Editing, Proc. of 2004 Genetic and Evolutionary Computation Conference (GECCO-2004), 1233 (2004)
  4. L.M. Rocha and C.-F. Huang, The Role of RNA Editing in Dynamic Environments, The Ninth International Conference on the Simulation and Synthesis of Living Systems (ALIFE9), 489 (2004)
  5. C.-F. Huang, Using an Immune System Model to Explore Mate Selection in Genetic Algorithms, Proc. of 2003 Genetic and Evolutionary Computation Conference (GECCO-2003), 1041
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