Sentence examples for based on gradient algorithm from inspiring English sources

The first algorithm is an online adaptive parameter identification algorithm which is based on gradient algorithm with integral cost function and forgetting factor.

In order to realize the mobility robustness optimization, a cost function incorporating the unnecessary handovers and wrong handovers is introduced, and then a MRO scheme based on gradient algorithm [18, 19] is proposed for femtocell networks.

While this task depends upon operator׳s experience with trial and error due to lack of prior knowledge, or based on gradient algorithms which are highly dependent on initial values.

In these architectures an unsupervised learning algorithm, such as the k-means algorithm, decomposes the overall task and a supervised learning algorithm, such as one based on gradient descent, solves each subtask.

Other accelerations can be achieved using local searches that are based on gradient-descent algorithms able to handle small target displacements and geometrical changes.

Muliticommodity Flow algorithm based on gradient projection method and a path flow formulation.

A new algorithm based on gradient descent is used.

Besides the shrinkage strategy, SGB, a later developed algorithm based on gradient boosting, applies subsampling as a regulation technique to reduce overfitting7,10.

We will use the representation learning techniques including word embeddings and compositional vector models, and apply a back-propagation algorithm based on gradient descent to learn the model.

In particular, a sequential algorithm based on gradient iteration is employed to find a probabilistic robust feasible solution to the formulated problem.

A novel search algorithm based on gradient optimization to find the optimum cluster weights phase shifts.