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Planning of Drilling Sequence Using the Swarm Intelligence Method (CROSBI ID 647083)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Pezer, Danijela Planning of Drilling Sequence Using the Swarm Intelligence Method // Proceedings of 9th International Scientific Conference Management of Technology - Step to Sustainable Production, MOTSP2017 / Predrag Ćosić (ur.). Zagreb: Croatian Association for PLM (CAPLM), 2017

Podaci o odgovornosti

Pezer, Danijela

engleski

Planning of Drilling Sequence Using the Swarm Intelligence Method

In the introduction of this paper the Traveling Salesman Problem was described and a brief review of the literature with regard to the applicability of the proposed method in practice, for various production problems, was given. Ant Colony Optimization (ACO), and the genetic algorithm (GA) methods used for optimization are explained giving the basic algorithm structure. Furthermore, the basic mathematical background was given, as well as the proposed ACO algorithm with the application for the given problem – tool path optimization in case of sequence of hole drilling. According to the steps, the implementation of the proposed ACO algorithm realized in the MATLAB program was also described. In the last chapter, the results achieved with the proposed ACO algorithm, in comparison with the results achieved by the genetic algorithm, and the selected CAM software, were given.

Ant Colony Optimization, genetic algorithm, CAM software, drilling

The paper was presented and awarded as the best paper among Ph.D. students

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Podaci o prilogu

0000

2017.

objavljeno

Podaci o matičnoj publikaciji

Proceedings of 9th International Scientific Conference Management of Technology - Step to Sustainable Production, MOTSP2017

Predrag Ćosić

Zagreb: Croatian Association for PLM (CAPLM)

1848-9591

Podaci o skupu

9th International Scientific Conference Management of Technology - Step to Sustainable Production, MOTSP2017

predavanje

05.04.2017-07.04.2017

Dubrovnik, Hrvatska

Povezanost rada

Strojarstvo