| 21. | However the interest is sometimes in finding the optimal value for input variables in terms of the system outcomes.
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| 22. | However, current research suggests that neuronal noise is beneficial to non-linear or complex neural networks up until optimal value.
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| 23. | In these cases, the goal is to find optimal values for input variables rather than trying all possible values.
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| 24. | The optimal values of j _ 1 and j _ 2 are discussed in the paper by Grover and Radhakrishnan.
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| 25. | That is, as the optimal value of lambda goes from 0.14 to " 1, increasingly heavy tails are implied.
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| 26. | As a check I suggest trying values for j which are . 01 more or less than the optimal value.
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| 27. | An optimal value of " M " is often selected by monitoring prediction error on a separate validation data set.
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| 28. | If the optimal value of a variable is positive ( not zero ), then the reduced cost is always zero.
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| 29. | The distortion in the lossy compression determines the coarseness of the segmentation and its optimal value may differ for each image.
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| 30. | Since computing " k "-sparse eigenvalue is NP-hard, one can approximate it by the optimal value of semidefinite programming relaxation ( ).
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