Dependency Graphs Math Example 2
Follow the full solution, then compare it with the other examples linked below.
Example 2
mediumGiven the dependencies: depends on and ; depends on and ; depends on and . Find all valid topological orderings.
Solution
- 1 Identify edges: , , , , , .
- 2 Nodes with no incoming edges (sources): , , . These can appear in any order among themselves at the start.
- 3 After removing , , : node depends on (done) and depends on (done), so and can appear in either order.
- 4 Finally must come last since it depends on both and .
- 5 Valid orderings include: , , , , and others where the dependency constraints are satisfied.
Answer
When a dependency graph has multiple sources or independent nodes, several topological orderings are valid. The key constraint is that every node must appear after all of its predecessors in the ordering.
About Dependency Graphs
A dependency graph is a directed graph where nodes are variables and arrows show which variables directly influence which others.
Learn more about Dependency Graphs →More Dependency Graphs Examples
Example 1 easy
Three tasks have the following dependencies: Task B depends on Task A, and Task C depends on Task B.
Example 3 mediumTasks [formula], [formula], [formula], [formula]. What is the minimum number of stages to complete a
Example 4 mediumA project has tasks with dependencies: [formula] depends on [formula]; [formula] depends on [formula
Example 5 hardGiven the dependency graph with edges [formula], [formula], [formula], [formula], [formula], [formul