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On the information-based complexity of optimal reconstruction for nonlinear systems |
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| Authors: | Guanrong Chen |
| Abstract: | The information-based complexity of optimal reconstruction problems for general nonlinear systems is studied. Both lower and upper bounds for the worst-case reconstruction-error functional are given. The existence of an optimal reconstruction algorithm which achieves the infimum of the reconstruction-error is established. |
| Keywords: | Information-based complexity optimal reconstruction nonlinear systems lower and upper error bouns optimal algorithm |
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