Sentence examples for primal network from inspiring English sources

To take advantage of the underlying network structure of the problem, the algorithms employ the primal network simplex method to solve network relaxations of the problem.

In other fields of mathematics, such as graph theory and linear systems analysis, it has proven useful to complement primal network model designs in terms of vertices (pools) and edges (processes) with dual designs, where the roles of the primary and secondary quantities are interchanged.

Whereas needs are primal, networks and innovations and their novelties are much more recent.

We provide necessary overview on proximal operator that facilitates theoretical underpinning required to train a primal-dual network using a gradient descent algorithm.

To solve this QP problem online, a simplified linear-variational-inequality based primal-dual neural network (i.e., S-LVI-PDNN) is designed.

It is derived from the parameterized incidence matrices which are a mathematical representation of the primal and dual dynamic network graphs associated with the system.

In single-channel single-antenna networks, the greedy primal-dual algorithm [27] can approximately attain optimal network throughput.

In this paper, a dual neural network, LVI (linear variational inequalities -based prinequalities -basedtwork and simplified LVI-based primal-dual networknetwork and presimplified online repetitive motion planning (RMP) of redundant robot manipulators (with a four-lineuralnetworkipularer as an exampresented

If the number of valleys and inflection points grows with the size of the parameter space, then primal methods will perform poorly (accuracy versus runtime) on large networks.

In this paper, the optimal dispatch models of the electricity network and the natural gas network are solved by the primal-dual interior point method [31, 32, 33].

The primal works directly add a hidden hash layer into the well-trained deep neural network to map the learned feature representation into binary code.