HAS-SOP: Hybrid Ant System for the Sequential Ordering Problem

  • Authors:
  • L. M. Gambardella;M. Dorigo

  • Affiliations:
  • -;-

  • Venue:
  • HAS-SOP: Hybrid Ant System for the Sequential Ordering Problem
  • Year:
  • 1997

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Abstract

We present HAS-SOP, a new approach to solving sequential ordering problems. HAS-SOP combines the ant colony algorithm, a population-based metaheuristic, with a new local optimizer, an extension of a TSP heuristic which directly handles multiple constraints without increasing computational complexity. We compare different implementations of HAS-SOP and present a new data structure that improves system performance. Experimental results on a set of twenty-three test problems taken from the TSPLIB show that HAS-SOP outperforms existing methods both in terms of solution quality and computation time. Moreover, HAS-SOP improves most of the best known results for the considered problems.