Artificial immune system to solve the problem of minimum generating tree with parameters

Artificial immune system to solve the problem of minimum generating tree with parameters

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Article ID: iaor20084666
Country: Brazil
Volume: 27
Issue: 1
Start Page Number: 131
End Page Number: 154
Publication Date: Jan 2007
Journal: Pesquisa Operacional
Authors: , ,
Keywords: heuristics, computational analysis, programming: mathematical
Abstract:

This work proposes an heuristical approach based on evolutionary computation, whose goal is to find a set of minimum spanning trees in graphs that contain uncertainties in their parameters. This kind of problem is an NP-Hard one, because it involves an enormous number of comparisons. In order to avoid this complexity, this work proposes an artificial immune system that explores efficiently the search space of solutions to looking for satisfactory results, without the necessity of comparing all possible solutions.

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