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Optimization of turning using evolutionary algorithms

Goran Cukor ; University of Rijeka, Faculty of engineering, Rijeka, Croatia
Zoran Jurković   ORCID icon orcid.org/0000-0002-7202-156X ; Faculty of Mechanical Engineering University of Miskolc

Puni tekst: engleski, pdf (808 KB) str. 1-10 preuzimanja: 280* citiraj
APA 6th Edition
Cukor, G. i Jurković, Z. (2010). Optimization of turning using evolutionary algorithms. Engineering Review, 30 (2), 1-10. Preuzeto s https://hrcak.srce.hr/63126
MLA 8th Edition
Cukor, Goran i Zoran Jurković. "Optimization of turning using evolutionary algorithms." Engineering Review, vol. 30, br. 2, 2010, str. 1-10. https://hrcak.srce.hr/63126. Citirano 19.06.2021.
Chicago 17th Edition
Cukor, Goran i Zoran Jurković. "Optimization of turning using evolutionary algorithms." Engineering Review 30, br. 2 (2010): 1-10. https://hrcak.srce.hr/63126
Harvard
Cukor, G., i Jurković, Z. (2010). 'Optimization of turning using evolutionary algorithms', Engineering Review, 30(2), str. 1-10. Preuzeto s: https://hrcak.srce.hr/63126 (Datum pristupa: 19.06.2021.)
Vancouver
Cukor G, Jurković Z. Optimization of turning using evolutionary algorithms. Engineering Review [Internet]. 2010 [pristupljeno 19.06.2021.];30(2):1-10. Dostupno na: https://hrcak.srce.hr/63126
IEEE
G. Cukor i Z. Jurković, "Optimization of turning using evolutionary algorithms", Engineering Review, vol.30, br. 2, str. 1-10, 2010. [Online]. Dostupno na: https://hrcak.srce.hr/63126. [Citirano: 19.06.2021.]
Puni tekst: hrvatski, pdf (808 KB) str. 1-10 preuzimanja: 982* citiraj
APA 6th Edition
Cukor, G. i Jurković, Z. (2010). Optimizacija tokarenja uporabom evolucijskih algoritama. Engineering Review, 30 (2), 1-10. Preuzeto s https://hrcak.srce.hr/63126
MLA 8th Edition
Cukor, Goran i Zoran Jurković. "Optimizacija tokarenja uporabom evolucijskih algoritama." Engineering Review, vol. 30, br. 2, 2010, str. 1-10. https://hrcak.srce.hr/63126. Citirano 19.06.2021.
Chicago 17th Edition
Cukor, Goran i Zoran Jurković. "Optimizacija tokarenja uporabom evolucijskih algoritama." Engineering Review 30, br. 2 (2010): 1-10. https://hrcak.srce.hr/63126
Harvard
Cukor, G., i Jurković, Z. (2010). 'Optimizacija tokarenja uporabom evolucijskih algoritama', Engineering Review, 30(2), str. 1-10. Preuzeto s: https://hrcak.srce.hr/63126 (Datum pristupa: 19.06.2021.)
Vancouver
Cukor G, Jurković Z. Optimizacija tokarenja uporabom evolucijskih algoritama. Engineering Review [Internet]. 2010 [pristupljeno 19.06.2021.];30(2):1-10. Dostupno na: https://hrcak.srce.hr/63126
IEEE
G. Cukor i Z. Jurković, "Optimizacija tokarenja uporabom evolucijskih algoritama", Engineering Review, vol.30, br. 2, str. 1-10, 2010. [Online]. Dostupno na: https://hrcak.srce.hr/63126. [Citirano: 19.06.2021.]

Sažetak
Advanced manufacturing requires a powerful tool for reliable modeling and solving complex machining
optimization problems. A non-conventional approach using evolutionary algorithms inspired by Darwinian findings
about the evolution of the biological species and the survival of the fittest organisms (i.e. natural selection) is proposed
in this paper. It is illustrated with an experiment of rough longitudinal turning. Genetic programming (GP) is used to
develop the models of the tool life, the tangential cutting force component and the surface roughness considering the
cutting speed, and the feed and the depth of cut as predetermined cutting parameters. Finally, the genetic algorithm
(GA) is applied for their optimization.

Ključne riječi
turning; optimization; evolutionary algorithms

Hrčak ID: 63126

URI
https://hrcak.srce.hr/63126

[hrvatski]

Posjeta: 1.627 *