Rough milling optimisation for parts with sculptured surfaces using genetic algorithms in a Stackelberg gam

Journal of Intelligent Manufacturing

Volumn 20, Issue 4, 2009, Pages 447-461

  Krimpenis, A ^a   Vosniakos, G C ^a  

^a NATIONAL TECHNICAL UNIVERSITY OF ATHENS   (Greece)

Author keywords

Genetic algorithms; Microgenetic algorithms; Optimisation; Rough machining

Indexed keywords

CUTTING SPEED; FEEDRATE; GLOBALOPTIMUM; MACHINING TIME; MICRO GENETIC ALGORITHM; MICROGENETIC ALGORITHMS; MILLING PARAMETERS; OPTIMISATION; PROCESS PARAMETERS; REPRESENTATIVE CASE; ROUGH MACHINING; ROUGH MILLING; SCULPTURED SURFACES; SINGLE OBJECTIVE OPTIMIZATION; SLICE THICKNESS; SPINDLE SPEED; STACKELBERG; STACKELBERG GAMES; VARIABLE THICKNESS;

GAME THEORY; MILLING (MACHINING); SURFACES; WEIGHING;

GENETIC ALGORITHMS;

EID: 67749148975     PISSN: 09565515     EISSN: 15728145     Source Type: Journal    
DOI: 10.1007/s10845-008-0147-8     Document Type: Article

References (26)

1. G. Abu-Lebdeh R.F. Benekohal 1999 Convergence variability and population sizing in micro-genetic algorithms. Computer-Aided Civil and Infrastructure Engineering 14 321 334
2. R.K. Agrawal D.K. Pratihar A.R. Choudhury 2006 Optimization of CNC isoscallop free form surface machining using a genetic algorithm International Journal of Machine Tools & Manufacture 46 811 819
3. C.W. Ahn R.S. Ramakrishna 2003 Elitism-based compact genetic algorithms IEEE Transactions on Evolutionary Computation 7 4 367 385
4. J.F. Briceno H. El-Mounayri S. Mukhopadhyay 2002 Selecting an artificial neural network for efficient modeling and accurate simulation of the milling process International Journal of Machine Tools & Manufacture 42 663 674
5. M.C. Cakir A. Gürarda 2000 Optimization of machining conditions for multi-tool milling operations International Journal of Production Research 38 15 3537 3552
6. F. Cus J. Balic 2003 Optimization of cutting process by GA approach Robotics and Computer Integrated Manufacturing 19 113 121
7. H. El-Mounayri H. Kishawy V. Tandon 2002 Optimized CNC end-milling: A practical approach International Journal Computer Integrated Manufacturing 15 5 453 470
8. K.C. Giannakoglou A.P. Giotis M.K. Karakasis 2001 Low-cost genetic optimization based on inexact pre-evaluations and the sensitivity analysis of design parameters Inverse Problems in Engineering 9 389 412
9. Goldberg, D. E. (1989a). Genetic algorithms in search, optimisation and machine learning. Addison Wesley Publishing Company.
10. Goldberg, D. E. (1989b). Sizing populations for serial and parallel genetic algorithms. In Proceedings of 3rd International Conference on Genetic Algorithms and their applications (pp. 70-79).
11. Krimpenis, A., & Vosniakos, G. C. (2007). Hierarchical games combining standard and micro-genetic algorithms in multi-objective optimization. Engineering Applications of Artificial Intelligence, submitted for publication.
12. T.R. Lin 2002 Optimization technique for face milling stainless steel with multiple performance characteristics International Journal of Advanced Manufacturing Technology 19 330 335
13. J.C. Lin C.C. Tai 1999 Accuracy optimization for mould surface profile milling International Journal of Advanced Manufacturing Technology 15 15 25
14. Y. Liu C. Wang 1999 A modified genetic algorithm based optimisation of milling parameters International Journal of Advanced Manufacturing Technology 15 11 796 799
15. J.F. Nash 1951 Non-cooperative games Annals of Mathematics 54 286 295
16. NIST/SEMATECH. (2003). e-Handbook of statistical methods. National Institute of Standards and Technology, U.S.A., www.itl.nist.gov.
17. G.C. Onwubolu 2006 Performance-based optimization of multi-pass face milling operations using Tribes International Journal of Machine Tools & Manufacture 46 717 727
18. B. Ozcelik H. Oktem H. Kurtaran 2005 Optimum surface roughness in end milling Inconel 718 by coupling neural network model and genetic algorithm International Journal Advanced Manufacturing Technology 27 234 241
19. B.-T. Park M.-W. Park S.-K. Kim 2001 Generation and evolutionary learning of cutting conditions for milling operations International Journal of Advanced Manufacturing Technology 17 870 880
20. T. Roughgarden 2004 Stackelberg scheduling strategies SIAM Journal on Computing 33 2 332 350
21. Seco Tools. (2006). Electronic catalogue. http://www.ecat.secotools.com.
22. M.S. Shunmugam S.V. Bhaskara Reddy T.T. Narendran 2000 Selection of optimal conditions in multi-pass face-milling using a genetic algorithm International Journal of Machine Tools & Manufacture 40 401 414
23. A.I. Sönmez A. Baykasoǧlu T. Dereli I.H. Filiz 1999 Dynamic optimization of multipass milling operations via geometric programming International Journal of Machine Tools & Manufacture 39 297 320
24. V. Tandon H. El-Mounayri H. Kishawy 2002 NC end milling optimization using evolutionary computation International Journal of Advanced Manufacturing Technology 42 595 605 (Pubitemid 34116088)
25. I.N. Tansel B. Ozcelik W.Y. Bao P. Chen D. Rincon S.Y. Yang A. Yenilmez 2006 Selection of optimal cutting conditions by using GONNS International Journal of Machine Tools & Manufacture 46 26 35
26. Z.G. Wang M. Rahman Y.S. Wong J. Sun 2005 Optimization of multi-pass milling using parallel genetic algorithm and parallel genetic simulated annealing International Journal of Machine Tools & Manufacture 45 1726 1734 (Pubitemid 41344914)