Naslov
Multiobjective Optimization - Possibility for Production Improvement

Autori
Ćosić, Predrag ; Lisjak, Dragutin ; Latin, Valentina

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

Izvornik
34th International Conference on Production Engineering, Proceedings, Proizvodno mašinstvo / Trajanović, Miroslav - Niš : Univerzitet u Nišu, 2011, 125-128

ISBN
978-86-6055-019-6

Skup
34th International Conference on Production Engineering, Proceedings, Proizvodno mašinstvo

Mjesto i datum
Niš, Srbija, 28.09.2011. - 30.09.2011

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
stepwise multiple linear regression; multiobjective optimization; STEP method

Sažetak
In the previous research strong correlation was discovered between the features of the product drawing and production time, which has resulted with 8 regression equations. They were realized using stepwise multiple linear regressions. Since the optimization of these regression equations did not fully define the most frequent requirements, multiobjective optimization was applied. The applied criteria included: minimum production time, maximum work costs/total costs ratio for a group of workpieces. The group was created using specific classifiers that defined similar workpieces. A STEP model with seven decision variables within a group was applied, and the groups with a high index of determination were selected. Independent values that maximize the work costs/total costs ratio and minimize production times were determined. The obtained regression equations of time production parts and work costs/total costs ratio are included in the objective functions to reduce production time and increasing, work costs/total costs at the same time. The values of decision variables that minimize production time and maximize work costs/total costs ratio were determined. As the solution of the described problem, multicriteria interactive STEP method was applied.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo

POVEZANOST RADA