Sentence examples for based on grid search from inspiring English sources

Traditionally, most methods for SVM parameter optimization are based on grid search algorithm and genetic algorithm (GA) [11].

In this work, the appropriate fuzzy exponent q 1 for MDI and q 2 for SAI of FCM can be chosen based on grid search method.

Alternative proposals to deal with this issue can be found, for instance, in Bolder and Stréliski (1999) who suggest several global optimization algorithms based on grid search; Gimeno and Nave (2006) use genetic algorithms to find the values for the initial conditions and to reduce the risk of false convergence in the Spanish bond market, and Annaert et al.

There are scientific libraries such as mlrmbo [57] and hyperopt [58] that help domain scientists determine the values of these regularization constants based on a grid search, line search, random search, or Bayesian optimization techniques.

In order to build effective and efficient searching technique, varieties of researches were developed based on grid technology.

Yet, this remarkable achievement was mainly based on grid expansions.

SWM and MMM are based on the grid search with the same grid.

Fig. 2 Infrasound source location results based on a grid search using the observed infrasound wave parameters and the infrasound source map.

A probabilistic approach based on a grid search was used to estimate the source locations of the explosion earthquakes and weak continuous tremor.

The approach is based on a grid search on the main parameters governing the solution to identify those trajectories moving within the manifold images on given Poincarè sections.

To reduce the false alarm rate and increase the detection accuracy, a parameter optimization estimation scheme is proposed based on a grid search method that relies on the performance trade-off between the minimum fraction of support vectors and the maximum dual problem objective value.