In order to provide more available test cases, a new random graph generation algorithm, named “dual-stage constructed random graph” algorithm, is proposed to effectively model the power grid topology.

One of the simplest randomized algorithms for graph coloring is the greedy algorithm, which assigns colors to the nodes in a random order, using the smallest available color for each node.

One of the most popular algorithms for vertex coloring is DSatur Algorithm by Daniel Brélaz. It beats greedy algorithm in random graph. The faux pas of DSatur is its inability to capture the optimal ...

The GSQL Graph Algorithm Library is a collection of high-performance GSQL queries, each of which implements a standard graph algorithm. Each algorithm is ready to be installed and used, either as a ...

Both methods can be implemented using a stack or a queue, respectively. One of the most common problems in graph algorithms is finding the shortest path between two nodes, which means finding the ...

Their algorithm involved transforming the graph into a simpler one by deleting certain segments ... they could prove that most random choices would be pretty good, and that was enough to break the ...

In this paper, we first present a comprehensive analysis of the drawbacks of three widely-used random walk based graph sampling algorithms, called re-weighted random walk (RW) algorithm, ...

The full COMPAS algorithm uses 137 features to make its prediction. Dressel and Farid’s group of random humans only had seven: sex, age, criminal charge, degree of the crime, non-juvenile prior ...

The quantum approximate optimization algorithm (QAOA) is one of the most promising candidates ... We apply this approach to several instances of random graphs with a varying number of nodes as well as ...