A genetic algorithm for telecommunication network design

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Abstract

A Genetic Algorithm (GA) to solve a problem in telecommunication network design is described. The problem is to partition a large urban project area into smaller service sections, which can be controlled by a single standard communication switch. The GA incorporates geometric and topological information from the project area by operating directly with a grid of geographically dispersed demand points. Computational results show this to be a promising technique for partitioning the project area and positioning the control switches. Tests were realized with real instances taken from large areas in the city of Sao Paulo. © Springer-Verlag 2004.

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Livramento, S., Moura, A. V., Miyazawa, F. K., Harada, M. M., & Miranda, R. A. (2004). A genetic algorithm for telecommunication network design. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 3005, 140–149. https://doi.org/10.1007/978-3-540-24653-4_15

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