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TFS
2008
100views more  TFS 2008»
13 years 4 months ago
Fully Evolvable Optimal Neurofuzzy Controller Using Adaptive Critic Designs
Abstract--A near-optimal neurofuzzy external controller is designed in this paper for a static compensator (STATCOM) in a multimachine power system. The controller provides an auxi...
Salman Mohagheghi, Ganesh K. Venayagamoorthy, Rona...
IJCNN
2007
IEEE
13 years 11 months ago
Optimal Control of a Photovoltaic Solar Energy System with Adaptive Critics
- This paper presents an optimal energy control scheme for a grid independent photovoltaic (PV) solar system consisting of a PV array, battery energy storage, and time varying load...
Richard L. Welch, Ganesh K. Venayagamoorthy
GECCO
2010
Springer
165views Optimization» more  GECCO 2010»
13 years 6 months ago
Evolving robust controller parameters using covariance matrix adaptation
In this paper, the advantages of introducing an additional amount of tests when evolving parameters for specific purposes is discussed. A set of optimal PID-controller parameters...
Gerulf K. M. Pedersen, Martin V. Butz
TSMC
2008
177views more  TSMC 2008»
13 years 3 months ago
Adaptive Critic Learning Techniques for Engine Torque and Air-Fuel Ratio Control
A new approach for engine calibration and control is proposed. In this paper, we present our research results on the implementation of adaptive critic designs for self-learning con...
Derong Liu, Hossein Javaherian, Olesia Kovalenko, ...
EUSFLAT
2003
174views Fuzzy Logic» more  EUSFLAT 2003»
13 years 6 months ago
Evolvable fuzzy controllers using parallel evolutionary algorithms
We are trying to piece together the knowledge of evolution with the help of biology, informatics and physics to create complex evolutionary algorithms with parallel and hierarchic...
Pavel Osmera