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Pregled bibliografske jedinice broj: 206404

Optimisation of Machining Process Using Evolutionary Algorithms


Cukor, Goran; Kuljanić, Elso; Barišić, Branimir
Optimisation of Machining Process Using Evolutionary Algorithms // AMST'05 - Advanced Manufacturing Systems and Technology / Kuljanić, Elso (ur.).
Udine: Springer Wien NewYork, 2005. str. 135-142


CROSBI ID: 206404 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Optimisation of Machining Process Using Evolutionary Algorithms

Autori
Cukor, Goran ; Kuljanić, Elso ; Barišić, Branimir

Vrsta, podvrsta i kategorija rada
Poglavlja u knjigama, znanstveni

Knjiga
AMST'05 - Advanced Manufacturing Systems and Technology

Urednik/ci
Kuljanić, Elso

Izdavač
Springer Wien NewYork

Grad
Udine

Godina
2005

Raspon stranica
135-142

ISBN
3-211-26537-6

Ključne riječi
Cutting, Optimization, Evolutionary algorithms

Sažetak
Advanced manufacturing requires a powerful tool for reliable modeling and solving the 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. It is illustrated with an experiment of longitudinal hard turning. Genetic programming (GP) is used to develop the models of both the surface roughness and the tool life considering the cutting speed, the feed and the depth of cut as predetermined cutting parameters. Finally, genetic algorithm (GA) is applied for their optimization.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo



POVEZANOST RADA


Projekti:
0069020

Ustanove:
Tehnički fakultet, Rijeka

Profili:

Avatar Url Branimir Barišić (autor)

Avatar Url Goran Cukor (autor)

Avatar Url Elso Kuljanić (autor)

Citiraj ovu publikaciju

Cukor, Goran; Kuljanić, Elso; Barišić, Branimir
Optimisation of Machining Process Using Evolutionary Algorithms // AMST'05 - Advanced Manufacturing Systems and Technology / Kuljanić, Elso (ur.).
Udine: Springer Wien NewYork, 2005. str. 135-142
Cukor, G., Kuljanić, E. & Barišić, B. (2005) Optimisation of Machining Process Using Evolutionary Algorithms. U: Kuljanić, E. (ur.) AMST'05 - Advanced Manufacturing Systems and Technology. Udine, Springer Wien NewYork, str. 135-142.
@inbook{inbook, editor = {Kuljani\'{c}, E.}, year = {2005}, pages = {135-142}, keywords = {Cutting, Optimization, Evolutionary algorithms}, isbn = {3-211-26537-6}, title = {Optimisation of Machining Process Using Evolutionary Algorithms}, keyword = {Cutting, Optimization, Evolutionary algorithms}, publisher = {Springer Wien NewYork}, publisherplace = {Udine} }
@inbook{inbook, editor = {Kuljani\'{c}, E.}, year = {2005}, pages = {135-142}, keywords = {Cutting, Optimization, Evolutionary algorithms}, isbn = {3-211-26537-6}, title = {Optimisation of Machining Process Using Evolutionary Algorithms}, keyword = {Cutting, Optimization, Evolutionary algorithms}, publisher = {Springer Wien NewYork}, publisherplace = {Udine} }




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