In this paper we propose effective heuristics for the solution of the planar p-median problem.udWe develop a new distribution based variable neighborhood search and a new genetic algorithm,udand also test a hybrid algorithm that combines these two approaches. The best results wereudobtained by the hybrid approach. The best known solution was found in 466 out of 470 runs,udand the average solution was only 0.000016% above the best known solution on 47 well exploredudtest instances of 654 and 1060 demand points and up to 150 facilities.
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