Linear Extensions of Partially Ordered Sets

Let \(\PXP\) be a partially ordered set. A linear order \(L\) on \(X\) is called a linear extension (also, a topological sort) of \(P\), if \(x\lt y\) in \(L\) whenever \(x\lt y\) in \(P\). For example, the table displayed in shows that our familiar example \(\bfP_3\) has11 linear extensions.

The classical sorting problem studied in all elementary computer science courses is to determine an unknown linear order \(L\) of a set \(X\) by asking a series of questions of the form: Is \(x\lt y\) in \(L\)? All the well known sorting algorithms (bubble sort, merge sort, quick sort, ) proceed in this manner.

Here is an important special case: determine an unknown linear extension \(L\) of a poset \(\bfP\) by asking a series of questions of the form: Is \(x \lt y\) in \(L\)?