Charging Station: Generating All Eulerian Cycles
Explore the method of iteratively constructing all Eulerian cycles in a directed graph by transforming complex graphs into simpler bypass graphs. Understand how this approach helps in genome assembly by managing multiple path alternatives and learning the algorithmic steps to generate every possible Eulerian cycle.
We'll cover the following...
Iterative construction of every possible bypass graph
The inherent difficulty in generating all Eulerian cycles in a graph is keeping track of potentially many different alternatives at any given node. On the opposite end of the spectrum, a simple directed graph, a connected graph in which each node has indegree and outdegree equal to 1, offers a trivial case, since there is only one Eulerian cycle.
Our idea, then, is to transform a single labeled directed graph Graph containing Eulerian cycles to different simple directed graphs, each containing a single Eulerian cycle. This transformation has the property that it’s easily invertible, i.e., that given the unique Eulerian cycle in one of the simple directed graphs, we can easily reconstruct the original Eulerian cycle in Graph.
Given a node in Graph (of indegree greater than 1) with incoming edge () and outgoing edge (), we’ll construct a “simpler” ( ...