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Pregled bibliografske jedinice broj: 206456

Laser Beam Cutting Modelling Using Genetic Programming


Cukor, Goran; Stoić, Antun; Kuljanić, Elso
Laser Beam Cutting Modelling Using Genetic Programming // CIM 2005: Computer Integrated Manufacturing and High Speed Machining / 10th International Scientific Conference on Production Engineering / Cebalo, Roko ; Schultz, Herbert (ur.).
Zagreb: Croatian Association of Production Engineering, 2005. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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Naslov
Laser Beam Cutting Modelling Using Genetic Programming

Autori
Cukor, Goran ; Stoić, Antun ; Kuljanić, Elso

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
CIM 2005: Computer Integrated Manufacturing and High Speed Machining / 10th International Scientific Conference on Production Engineering / Cebalo, Roko ; Schultz, Herbert - Zagreb : Croatian Association of Production Engineering, 2005

Skup
CIM 2005: Computer Integrated Manufacturing and High Speed Machining / 10th International Scientific Conference on Production Engineering

Mjesto i datum
Lumbarda, Hrvatska, 15-17.06.2005

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
laser beam cutting quality; modelling; genetic programming (GP)

Sažetak
In order to make the laser beam cutting quality more predictable, the surface roughness and drop appearing models must be introduced. Herein, modelling using genetic programming (GP) originally inspired by Darwinian findings about the evolution of the biological species and the survival of the fittest organisms (i.e. natural selection) is proposed instead of ordinary least squares (OLS) multiple regression analysis commonly used in industrial practice. Also, the proposed approach has proved to be efficient and robust, and can be quite useful at the computer-aided process planning (CAPP) stages.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo



POVEZANOST RADA


Projekti:
0069020

Ustanove:
Tehnički fakultet, Rijeka

Profili:

Avatar Url Antun Stoić (autor)

Avatar Url Goran Cukor (autor)

Avatar Url Elso Kuljanić (autor)

Citiraj ovu publikaciju

Cukor, Goran; Stoić, Antun; Kuljanić, Elso
Laser Beam Cutting Modelling Using Genetic Programming // CIM 2005: Computer Integrated Manufacturing and High Speed Machining / 10th International Scientific Conference on Production Engineering / Cebalo, Roko ; Schultz, Herbert (ur.).
Zagreb: Croatian Association of Production Engineering, 2005. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Cukor, G., Stoić, A. & Kuljanić, E. (2005) Laser Beam Cutting Modelling Using Genetic Programming. U: Cebalo, R. & Schultz, H. (ur.)CIM 2005: Computer Integrated Manufacturing and High Speed Machining / 10th International Scientific Conference on Production Engineering.
@article{article, year = {2005}, pages = {IV-19-26}, keywords = {laser beam cutting quality, modelling, genetic programming (GP)}, title = {Laser Beam Cutting Modelling Using Genetic Programming}, keyword = {laser beam cutting quality, modelling, genetic programming (GP)}, publisher = {Croatian Association of Production Engineering}, publisherplace = {Lumbarda, Hrvatska} }




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