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» Modeling GA Performance for Control Parameter Optimization
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CDC
2009
IEEE
112views Control Systems» more  CDC 2009»
15 years 5 months ago
Model predictive control for wind power generation smoothing with controlled battery storage
The aim of this study is to design a controller based on model predictive control (MPC) theory to smooth wind power generation along with the controlled storage of the wind energy ...
Muhammad Khalid, Andrey V. Savkin
WIOPT
2010
IEEE
14 years 12 months ago
Enhancing RRM optimization using a priori knowledge for automated troubleshooting
—The paper presents a methodology that combines statistical learning with constraint optimization by locally optimizing Radio Resource Management (RRM) or system parameters of po...
Moazzam Islam Tiwana, Zwi Altman, Berna Sayra&cced...
EMO
2003
Springer
93views Optimization» more  EMO 2003»
15 years 6 months ago
Intensity Modulated Beam Radiation Therapy Dose Optimization with Multiobjective Evolutionary Algorithms
We apply the NSGA-II algorithm and its controlled elitist version NSGA-IIc for the intensity modulated beam radiotherapy dose optimization problem. We compare the performance of th...
Michael Lahanas, Eduard Schreibmann, Natasa Milick...
CDC
2009
IEEE
138views Control Systems» more  CDC 2009»
14 years 11 months ago
Beyond local optimality: An improved approach to hybrid model learning
Abstract-- Local convergence is a limitation of many optimization approaches for multimodal functions. For hybrid model learning, this can mean a compromise in accuracy. We develop...
Stephanie Gil, Brian Williams
NETCOOP
2007
Springer
15 years 7 months ago
How Expensive Is Link Utilization?
Understanding the relationship between queueing delays and link utilization for general traffic conditions is an important open problem in networking research. Difficulties in unde...
Rade Stanojevic, Robert Shorten