MODIFIED GENETIC ALGORITHM WITH GREEDY HEURISTIC FOR CONTINUOUS AND DISCRETE P-MEDIAN PROBLEMS

Описание

Тип публикации: статья из журнала

Год издания: 2015

Ключевые слова: location problem, p-median problem, Probability Changing Method, genetic algorithm

Аннотация: t. Genetic algorithm with greedy heuristic is an efficient method for solving largescale location problems on networks. In addition, it can be adapted for solving continuous problems such as k-means. In this article, authors propose modifications to versions of this algorithm on both networks and continuous space improving its perfПоказать полностьюormance. The Probability Changing Method was used for initial seeding of the centers in case of the p-median problem on networks. Results are illustrated by numerical examples and practical experience of cluster analysis of semiconductor device production lots.

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Издание

Журнал: Facta Universitatis, Series: Mathematics and Informatics

Выпуск журнала: Т. 30, 1

Номера страниц: 89-105

ISSN журнала: 03529665

Место издания: Белград

Персоны

  • Kazakovtsev L.A.
  • Orlov V.I.
  • Stupina A.A. (Siberian Federal University)
  • Kazakovtsev V.L.

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