Homogeneous and non-homogeneous linear recursive relations. Basic concepts of graph theory, including connectivity, trees, planarity, and graph coloring. Optimization algorithms on graphs, directed ...

In this paper, we present an analytical study on the relationship between graph topology and time delay in a family of linear second-order consensus laws. Specifically, after determining the maximum ...

By developing a linear algebraic analogue of the individualisation technique and demonstrating its usefulness in the average-case setting, the main result opens up the possibility of adapting that ...

In particular, the graph neural network (GNN) is considered a suitable ML model for optimization problems whose variables and constraints are permutation--invariant, for example, the linear program ...

Linear coupling measures are typically statistically robust and can be calculated with relatively low computational cost. The question then is whether the calculation of non-linear coupling is worth ...

A linear equation is drawn as a straight line on a set of axes. To draw the graph we need coordinates. We generate these coordinates by substituting values into the linear equation.

Capture relationships between data sets by graphing linear equations in Microsoft Excel 2007. Linear equations allow you to predict values within your data set and view the overall trend.