European Mechanical Science, Год журнала: 2024, Номер 8(4), С. 267 - 277
Опубликована: Окт. 14, 2024
This paper presents an innovative application of the Ant Colony Optimization (ACO) algorithm to optimize engineering problems, specifically on welded beams and pressure vessels. A simulation study was conducted evaluate performance new ACO algorithm, comparing it with classical optimization techniques other heuristic algorithms previously discussed in literature. The executed 20 times obtain most efficient results. best outcome beam 1.7288, achieved after 540 iterations using 1000 ants, a computation time 6.27 seconds. Similarly, result vessel 5947.1735, obtained 735 ants completed 6.97 Compared similar results reported literature, demonstrated superior performance, offering outstanding solution. Additionally, users can utilize this quickly acquire information about design prefabrication through simulation.
Язык: Английский