Pregled bibliografske jedinice broj: 206456
Laser Beam Cutting Modelling Using Genetic Programming
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)
CROSBI ID: 206456 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
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
