Xiaohui Hu, Ph.D.
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Swarm intelligence and other biological-inspired computational intelligence methods
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- Particle Swarm Optimization (PSO)
- Particle Swarm Optimization (PSO)
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- Complex and chaos system
- Complex and chaos system
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- Artificial life
- Artificial life
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- Nonlinear multiobjective optimization
- Nonlinear multiobjective optimization
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- Artificial neural network, fuzzy logic, and evolutionary computation
Biomedical system data analysis, modeling, and system identification
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- Movement disorder analysis/Actigraphy
- Movement disorder analysis/Actigraphy
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- Driving behaviors modeling
- EEG and sleep analysis
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- Knowledge discovery and/or data mining
- Knowledge discovery and/or data mining
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- Bioinformatics and/or computational biology
- Bioinformatics and/or computational biology
| 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 |
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]
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Indianapolis, IN 46202
Email: hux@ieee.org