In particular, we now consider the maximum error across all compute nodes and all variables, rather than the mean error over local variables, and communicate the resulting time step adaptation over the cluster to achieve a unified evolution of the entire distributed grid.
In the shared-variable decomposition approach for Event-B, sub-models share external variables and communicate through external events which cannot be easily refined.
We employ "parallel coordinate descent" to solve eq. 3. Most variants of coordinate descent cycle through the domain sequentially, updating each variable and communicating back the result before the next variable can update.
The subsequent reasoning phase of inquiry includes decisions about inferring the mechanisms of variable effects, communicating results, and generating new goals for continued learning investigations.
The posterior value for each variable node must be communicated to another lane after it is updated in a subiteration, in general, where the recipient lane is the one that requires the value in the most immediate future subiteration.
Factor nodes f in turn pass a message (one-dimensional probability distribution, ) to adjacent variable nodes K communicating what they believe the variable values to be.
Since (H_{XY}) quantifies the information shared by two random variables, it is able to measure how much information is communicated in one variable about another.
The basic idea of these algorithms is for agents to repeatedly improve their tentative and flawed sets of assignments for variables simultaneously while communicating such tentative sets with each other until finding a solution to an instance of the distributed constraint satisfaction problem (DisCSP).
The four remaining variables of CP, communicating assessment outcomes to parents in writing, providing treatment and placing on review explained 44% of variation in LoT.
The system consists of a set of orthogonal modules: welding variable measurement, welding variable processing and welding quality assessment, communicated by means of dedicated interfaces.
