Xiaohui Hu, Ph.D.


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Research Interests

Swarm intelligence and other biological-inspired computational intelligence methods

  • Particle Swarm Optimization (PSO)
  • Complex and chaos system
  • Artificial life
  • Nonlinear multiobjective optimization
  • Artificial neural network, fuzzy logic, and evolutionary computation
  • Knowledge discovery and/or data mining

  • Condition-Based Maintenance (CBM)
  • Remote Monitering & Diagnosis (RMD)
  • Prognostics and Health Management (PHM)
  • Biomedical system data analysis, modeling, and system identification

  • Movement disorder analysis/Actigraphy
  • Driving behaviors modeling
  • EEG and sleep analysis
  • Transportation Active Safety
  • Bioinformatics and/or computational biology
  • Education

    Ph.D. in ECE (minor Biomedical Engineering), Purdue University, USA
    M.S. in Biophysics, Tsinghua University, China
    B.E. in Automatic Control, Tsinghua University, China

    Publications

    • X. Hu, R. Eberhart, and Y. Shi. Recent advances in particle swarm, , IEEE Congress on Evolutionary Computation 2004, Portland, Oregon, USA [PDF]
       

    • X. Hu, R. Eberhart, and Y. Shi. Particle swarm with extended memory for multiobjective optimization, IEEE Swarm Intelligence Symposium 2003, Indianapolis, IN, USA [PDF]
       

    • X. Hu, R. Eberhart, and Y. Shi. Engineering optimization with particle swarm, IEEE Swarm Intelligence Symposium 2003, Indianapolis, IN, USA [PDF]
       

    • X. Hu, R. Eberhart, and Y. Shi. Swarm intelligence for permutation optimization: a case study on n-queens problem. IEEE Swarm Intelligence Symposium 2003, Indianapolis, IN, USA [PDF]
       

    • X. Hu, and R. Eberhart. Multiobjective optimization using dynamic neighborhood particle swarm optimization. Proceedings of congress on Evolutionary Computation, 2002. pp. 1677-1681.  Hawaii, USA. [PDF]
       

    • X. Hu, and R. Eberhart. Adaptive particle swarm optimization: detection and response to dynamic systems. Proceedings of Congress on Evolutionary Computation, 2002. pp. 1666-1670. Hawaii, USA. [PDF]
       

    • X. Hu, and R. Eberhart. Solving constrained nonlinear optimization problems with particle swarm optimization. 6th World Multiconference on Systemics, Cybernetics and Informatics (SCI 2002), Orlando, USA. [PDF]
       

    • X. Hu, and R. Eberhart. Tracking dynamic systems with PSO: where's the cheese? Proceedings of the workshop on particle swarm optimization. Indianapolis, IN, 2001
       

    • R. Eberhart, X. Hu, and B. Foresman. Dangers of sleepiness and inattention while driving, J. Am. Osteopath. Assoc., 100 (8 Suppl), pp. S9-14, 2000
       

    • R. Eberhart, and X. Hu. Human tremor analysis using particle swarm optimization. Proceedings of Congress on Evolutionary Computation, 1999. Washington D.C., pp. 1927-1930, 1999 [PDF]

    Contact Info

    325 Foxboro Blvd
    Foxboro, MA 02035

    Email: hux@ieee.org