Solving the Longest Simple Path Problem with Heuristic Search

  • Yossi Cohen Ben-Gurion University of the Negev
  • Roni Stern Ben-Gurion University of the Negev
  • Ariel Felner Ben Gurion University of the Negev

Abstract

Prior approaches for finding the longest simple path (LSP) in a graph used constraints solvers and genetic algorithms. In this work, we solve the LSP problem with heuristic search. We first introduce several methods for pruning dominated path prefixes. Then, we propose several admissible heuristic functions for this problem. Experimental results demonstrate the large impact of the proposed heuristics and pruning rules.

Published
2020-06-01