Title :
Optimization of multipass turning operations using Particle Swarm Optimization
Author :
Zheng, Lee Yi ; Ponnambalam, S.G.
Author_Institution :
Sch. of Eng., Monash Univ., Petaling Jaya, Malaysia
Abstract :
In this paper, a Particle Swarm Optimization (PSO) algorithm is implemented to optimize the multipass turning process which has rough machining and then a finish machining. The objective function considered is minimization of unit production cost that optimizes the machining parameters. The performance of the PSO is evaluated by comparing it with genetic algorithm (GA) and simulated annealing (SA) algorithm reported by earlier researchers.
Keywords :
genetic algorithms; particle swarm optimisation; simulated annealing; turning (machining); GA; PSO; SA; finish machining; genetic algorithm; machining parameters; multipass turning operations optimisation; particle swarm optimization; rough machining; simulated annealing; Cost function; Feeds; Genetic algorithms; Machining; Manufacturing; Particle swarm optimization; Production; Simulated annealing; Turning; Upper bound;
Conference_Titel :
Mechatronics and its Applications (ISMA), 2010 7th International Symposium on
Conference_Location :
Sharjah
Print_ISBN :
978-1-4244-6665-8
