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» On optimal input design in system identification for control
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ICRA
2010
IEEE
126views Robotics» more  ICRA 2010»
14 years 10 months ago
Simulation-based LQR-trees with input and state constraints
— We present an algorithm that probabilistically covers a bounded region of the state space of a nonlinear system with a sparse tree of feedback stabilized trajectories leading t...
Philipp Reist, Russ Tedrake
CCE
2008
14 years 12 months ago
Safe-parking of nonlinear process systems
This work considers the problem of control of nonlinear process systems subject to input constraints and actuator faults. Faults are considered that preclude the possibility of con...
Rahul Gandhi, Prashant Mhaskar
IJCNN
2007
IEEE
15 years 6 months ago
System Identification for the Hodgkin-Huxley Model using Artificial Neural Networks
— A single biological neuron is able to perform complex computations that are highly nonlinear in nature, adaptive, and superior to the perceptron model. A neuron is essentially ...
Manish Saggar, Tekin Meriçli, Sari Andoni, ...
CCE
2005
14 years 11 months ago
Interactive evolutionary computation in process engineering
In practical system identification, process optimization and controller design, it is often desirable to simultaneously handle several objectives and constraints. In some cases, t...
János Madár, János Abonyi, Fe...
CDC
2009
IEEE
103views Control Systems» more  CDC 2009»
15 years 4 months ago
A new decentralization technique for interconnected systems
— This paper deals with LTI interconnected systems whose subsystems have coupled dynamics. The objective is to decentralize a given centralized controller satisfying some prescri...
Javad Lavaei