Genetic programming approaches for minimum cost topology optimisation of optical telecommunication networks

Mark Sinclair; P. Aiyarak; A. S. Saket

doi:10.1049/cp:19971216

Genetic programming approaches for minimum cost topology optimisation of optical telecommunication networks

Mark Sinclair, P. Aiyarak, A. S. Saket

Computer and Information Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

This paper compares the relative efficiency of three approaches for the minimum-cost topology optimisation of the COST 239 European Optical Network (EON) using genetic programming. The GP was run for the central nine nodes using three approaches: relational function set, decision trees, and connected nodes. Only the best two, decision trees and connected nodes, were run for the full EON. The results are also compared with earlier genetic algorithm work on the EON.

Original language	English
Title of host publication	Second International Conference On Genetic Algorithms In Engineering Systems: Innovations And Applications
DOIs	https://doi.org/10.1049/cp:19971216
Publication status	Published - Sep 1997

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10.1049/cp:19971216

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title = "Genetic programming approaches for minimum cost topology optimisation of optical telecommunication networks",

abstract = "This paper compares the relative efficiency of three approaches for the minimum-cost topology optimisation of the COST 239 European Optical Network (EON) using genetic programming. The GP was run for the central nine nodes using three approaches: relational function set, decision trees, and connected nodes. Only the best two, decision trees and connected nodes, were run for the full EON. The results are also compared with earlier genetic algorithm work on the EON.",

author = "Mark Sinclair and P. Aiyarak and Saket, {A. S.}",

year = "1997",

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Genetic programming approaches for minimum cost topology optimisation of optical telecommunication networks. / Sinclair, Mark; Aiyarak, P.; Saket, A. S.

Second International Conference On Genetic Algorithms In Engineering Systems: Innovations And Applications. 1997.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Aiyarak, P.

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N2 - This paper compares the relative efficiency of three approaches for the minimum-cost topology optimisation of the COST 239 European Optical Network (EON) using genetic programming. The GP was run for the central nine nodes using three approaches: relational function set, decision trees, and connected nodes. Only the best two, decision trees and connected nodes, were run for the full EON. The results are also compared with earlier genetic algorithm work on the EON.

AB - This paper compares the relative efficiency of three approaches for the minimum-cost topology optimisation of the COST 239 European Optical Network (EON) using genetic programming. The GP was run for the central nine nodes using three approaches: relational function set, decision trees, and connected nodes. Only the best two, decision trees and connected nodes, were run for the full EON. The results are also compared with earlier genetic algorithm work on the EON.

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DO - 10.1049/cp:19971216

M3 - Conference contribution

SN - 0-85296-693-8

BT - Second International Conference On Genetic Algorithms In Engineering Systems: Innovations And Applications

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Genetic programming approaches for minimum cost topology optimisation of optical telecommunication networks

Abstract

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