Two Efficient Algorithms for Weighted P-Median Problem Cover Image

Two Efficient Algorithms for Weighted P-Median Problem
Two Efficient Algorithms for Weighted P-Median Problem

Author(s): Vladimir Medvid
Subject(s): Economy, Methodology and research technology
Published by: Žilinská univerzita v Žilině
Keywords: Model; linear programing; p-median problem; optimal solution; arithmetic mean;

Summary/Abstract: We propose a genetic algorithm for a weighted p-median problem. It is a facility location problem. The algorithm generates a good solution quickly. Computational tests were realized on five different tasks from 21 vertices to 100 vertices and from p-median from p=3 to p=6. The tests were performed 100 times on every task. There were created some modifications of these tasks for a proposed genetic algorithm. The best solution generated by this algorithm is within 0.6% of the optimum for 80% of the tasks. The other 20% of the tasks is within 1.6% of the optimum. Time of realization is within 5.9 s.

  • Issue Year: 17/2015
  • Issue No: 2
  • Page Range: 55-59
  • Page Count: 5
  • Language: English