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    Neural Networks for Multiobjective Adaptive Structural Control 

    Source: Journal of Structural Engineering:;2001:;Volume ( 127 ):;issue: 002
    Author(s): Aaron S. Brown; Henry T. Y. Yang
    Publisher: American Society of Civil Engineers
    Abstract: The concept of using neural networks to predict future values of constrained performance variables as part of an adaptive structural controller is proposed. Neural networks are first trained using simulated responses and ...
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    Improvement and Assessment of Neural Networks for Structural Response Prediction and Control 

    Source: Journal of Structural Engineering:;2005:;Volume ( 131 ):;issue: 005
    Author(s): Aaron S. Brown; Henry T. Yang; Michael S. Wrobleski
    Publisher: American Society of Civil Engineers
    Abstract: In an extension of a previous paper, prediction accuracy is improved for neural networks to be used as part of an adaptive structural control system. This improvement will enable reliable predictions of performance variables ...
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    Actuator and Sensor Placement for Multiobjective Control of Structures 

    Source: Journal of Structural Engineering:;1999:;Volume ( 125 ):;issue: 007
    Author(s): Aaron S. Brown; Seshasayee Ankireddi; Henry T. Y. Yang
    Publisher: American Society of Civil Engineers
    Abstract: A simple algorithm for multiobjective linear quadratic Gaussian control that can be used for various structural control applications is presented. This algorithm synthesizes Pareto optimal trade-off curves, which are plots ...
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