A classical approach to solve the Hypergraph bipartitioning problem is an iterative heuristic by Charles Fiduccia and Robert Mattheyses.
[1] This heuristic is commonly called the FM algorithm.
FM algorithm is a linear time heuristic for improving network partitions.
New features to K-L heuristic: Input: A hypergraph with a vertex (cell) set and a hyperedge (net) set Output: 2 partitions