GA based CNC turning center exploitation process parameters optimization

Metalurgija

Volumn 48, Issue 1, 2009, Pages 47-50

  Car, Z ^a   Barisic, B ^a   Ikonic, M ^a  

^a UNIVERSITY OF RIJEKA   (Croatia)

Author keywords

Genetic algorithm; Machining parameters; Multi objective optimization

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; CUTTING MACHINES (MINING); GENETIC ALGORITHMS; MACHINERY; MACHINING; MACHINING CENTERS; MULTIOBJECTIVE OPTIMIZATION; TURNING;

CNC TURNINGS; MACHINING PARAMETERS; MACHINING TIMES; OPTIMAL CUTTING PARAMETERS; OPTIMAL SOLUTIONS; PROCESS PARAMETERS; PRODUCTION COSTS; TURNING PROCESSES;

OPTIMIZATION;

EID: 56649083336     PISSN: 05435846     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. M.S. Shunmugam, S.V. Bhaskara Reddy and T.T. Narendran: Selection of optimal conditions in multi-pass face-milling using GA, International Journal of Machine Tools and Manufacture, 40, (2000), 401-414.
2. V. Tandon, H. El-Mounayri and H. Kishawy, NC End Milling Optimization Using Evolutionary Computation. International Journal of Machine Tools and Manufacture. 42, (2002), 595-605.
3. Robinson, A., Genetic Programming: Theory, implementation and evolution of unconstrained solution, Hampshire College Division III (senior) thesis. (2001).
4. Banzhaf, W., P. Nordin, R. Keller, and F. Francone, Genetic Programming: An Introduction. Morgan Kaufmann, San Francisco, CA, 1998.
5. D. Crljenko, Barišić, B. and Car, Z., Optimization Of Tool Motion On A 2-Dimensional Surface By Means Of The Genetic Algorithm, Proceedings of the 5th International DAAAM Conference Advanced Technologies for Developing Countries-ATDC 2006, Croatia, Edited by Mikac, T.; Katalinić, (2006), 159-164.
6. Cus F. and Balic J., Optimization of cutting process by GA approach. Robotics and Computer-Integrated Manufacturing, 19, (2003), 113-121.
7. R. Al-Aomar and A. Al-Okaily, A GA-based parameter design for single machine turning process with high-volume production, Computers & Industrial Engineering, 50, (2007), 317-337.
8. R.H. Nyström, I. Harjunkoski and A. Kroll, Production optimization for continuously operated processes with optimal operation and scheduling of multiple units, Computers & Chemical Engineering, 30, (2006), 392-406
9. J. Matousek and B. Gärtner, Understanding and Using Linear Programming, Springer, 2006
10. S. Elaouda, J. Teghemb and B. Bouazizc, Genetic algorithms to solve the cover printing problem, Computers & Operations Research, 34, (2007), 3346-3361.