Sentence examples for fine tuning parameters from inspiring English sources

They rely on threshold values and/or fine tuning parameters.

The significance of the automatically selected set of variables was further manually evaluated by fine tuning parameters.

Fine tuning parameters that drive the scheme is necessary to ensure that one is close to convergence in a reasonable amount of time.

One approach [ 12] does not involve any fine tuning parameters or threshold values but it does not utilize CMI which is useful in reducing false edges in a network.

Our goal is to develop an algorithm which reduces the number of fine tuning parameters and thresholds and improve the performance of algorithm using higher order information theoretic quantities such as CMI. 1.

Based on the design procedure, we first shift the desired steady state x d of the synthetic gene system to the origin, then perform the global linearization to obtain F i and G ij for i = 1,...,3, j = 1,...,4 (see Appendix D), and finally solve LMIs for fine tuning parameters.

Our major contribution is the implementation of PMDL principle that eliminates the need of a fine tuning parameter.

A user-specified fine tuning parameter is used as control mechanism between model and data encoding, but it is difficult to find the optimal parameter.

In this algorithm, the information theoretic quantities MI and CMI determine the regulatory relationships between genes and the PMDL principle method attempts to determine the best MI threshold without the need of a user-specified fine tuning parameter.

We have proposed a new algorithm that implements the PMDL principle for inferring gene regulatory networks from time series DNA microarray data that eliminates the need of a fine tuning parameter.

According to a press release, it has the same 16-step sequencer as the original, but allows users to fine-tune parameters and switch between the Step and Tap modes without interruption.