Machining scheme selection of digital manufacturing based on genetic algorithm and AHP

Journal of Intelligent Manufacturing

Volumn 20, Issue 6, 2009, Pages 661-669

  Guan, Xuesong ^a   Wang, Yiqiang ^a   Tao, Liyan ^b  

^a JILIN UNIVERSITY   (China)

^b Laboratory of Digital Manufacturing Technology   (China)

Author keywords

Analytic hierarchy process; Genetic algorithm; Machining scheme; Multi objective optimization

Indexed keywords

CONVENTIONAL MACHINING; DECISION MAKERS; DIGITAL MACHINING; DIGITAL MANUFACTURING; EVALUATION INDEX; HYBRID ALGORITHMS; KNOWLEDGE AND EXPERIENCE; MULTI OBJECTIVE; OPERATION TIME; PARETO OPTIMAL SOLUTIONS; RESOURCE UTILIZATIONS; SERVICE LEVELS; SUBJECTIVE FACTORS; WEIGHT VALUES;

ANALYTIC HIERARCHY PROCESS; GENETIC ALGORITHMS; HIERARCHICAL SYSTEMS; MACHINING;

MULTIOBJECTIVE OPTIMIZATION;

EID: 70450286451     PISSN: 09565515     EISSN: 15728145     Source Type: Journal    
DOI: 10.1007/s10845-008-0155-8     Document Type: Article

References (24)

1. E. Albayrak Y.C. Erensal 2004 Using analytic hierarchy process (AHP) to improve human performance: An application of multiple criteria decision making problem Journal of Intelligent Manufacturing 15 491 503 10.1023/B:JIMS. 0000034112.00652.4c 10.1023/B:JIMS.0000034112.00652.4c
2. F.T.S. Chan S.H. Chung S. Wadhwa 2005 A hybrid genetic algorithm for production and distribution Omega 33 4 345 355 10.1016/j.omega.2004.05.004 10.1016/j.omega.2004.05.004 (Pubitemid 40131307)
3. B. Denkena M. Shpitalm P. Kowalski 2007 Knowledge management in process planning CIRP Annals. Manufacturing Technology 56 1 175 180 10.1016/j.cirp.2007. 05.042 (Pubitemid 46898274)
4. B. Dinabandhu C.A. Murthy 1996 Genetic algorithm with elitist model and its convergence International Journal of Pattern Recognition and Artificial Intelligence 10 6 990 995
5. Eiben A.E., Aarts E.H., Van H.K.M. (1991) Global convergence of genetic algorithms: An infinite Markov chain analysis. Parallel problem solving from nature. Springer-Verlag, Berlin, pp 4-12
6. Holland J. (1975) Adaptation in natural and artificial systems. University of Michigan Press, Ann Arbor
7. B. Khoshnevis D.N. Sormaz J.Y. Park 1999 An integrated process planning system using feature reasoning and space search-based optimization IIE Transactions 31 597 616
8. A. Konakk D.W. Coit A.E. Smith 2006 Multi-objective optimization using genetic algorithms: A tutorial Reliability Engineering & System Safety 91 992 1007 10.1016/j.ress.2005.11.018 10.1016/j.ress.2005.11.018 (Pubitemid 43996942)
9. Y. Liu J. Wu 2004 Problems about the application of AHP Journal of Wenzhou University 4 67 72
10. G.S. Mahapatra T.K. Roy 2006 Fuzzy multi-objective mathematical programming on reliability optimization model Applied Mathematics and Computation 174 1 643 659 10.1016/j.amc.2005.04.105 10.1016/j.amc.2005.04.105 (Pubitemid 43288977)
11. B. Malakooti V. Raman 2000 An interactive multi-objective artificial neural network approach for machine setup optimization Journal of Intelligent Manufacturing 11 41 50 10.1023/A:1008999907768 10.1023/A:1008999907768 (Pubitemid 30583083)
12. H.B. Marri A. Gunasekaran R.J. Grieve 1998 Computer-aided process planning: A state of art. International Journal of Advanced Manufacturing Technology 14 4 261 268 10.1007/BF01199881
13. E.W.T. Ngai E.W.C. Chan 2005 Evaluation of knowledge management tools using AHP Expert Systems with Applications 29 889 899 10.1016/j.eswa.2005.06.025 10.1016/j.eswa.2005.06.025 (Pubitemid 41394459)
14. G. Rudolph 1994 Convergence properties of canonical genetic algorithms IEEE Transactions on Neural Networks 5 1 96 101 10.1109/72.265964 10.1109/72.265964
15. Saaty T.L. (1985) Decision making for leaders to make a decision. Life Time Leaning Publications, Belmont, California
16. T.L. Saaty 1990 How to make a decision: The analytic hierarchy process European Journal of Operational Research, North-Holland 48 9 26 10.1016/0377-2217(90)90057-I 10.1016/0377-2217(90)90057-I
17. M. Shakeri 2004 Implementation of an automated operation planning and optimum operation sequencing and tool selection algorithms Computers in Industry 54 223 236 10.1016/j.compind.2003.12.002 10.1016/j.compind.2003.12.002
18. G. Soremekun Z. Gürdal R.T. Haftka L.T. Watson 2001 Composite laminate design optimization by genetic algorithm with generalized elitist selection Computers & Structures, 79 131 143 10.1016/S0045-7949(00)00125-5 10.1016/S0045-7949(00)00125-5 (Pubitemid 30939493)
19. S. Tesfamariam R. Sadiq 2006 Risk-based environmental decision-making using fuzzy analytic hierarchy process (AHP) Stochastic Environmental Research and Risk Assessment 21 35 50 10.1007/s00477-006-0042-9 10.1007/s00477-006-0042-9 (Pubitemid 44490069)
20. S. Topaloglu 2006 A multi-objective programming model for scheduling emergency medicine residents Computers & Industrial Engineering 51 3 375 388 10.1016/j.cie.2006.08.003 10.1016/j.cie.2006.08.003 (Pubitemid 44709811)
21. S. Vigdergauz 2002 Genetic algorithm optimization of the effective Young moduli in a perforated plate Structural and Multidisciplinary Optimization 24 106 117 10.1007/s00158-002-0221-3 10.1007/s00158-002-0221-3 (Pubitemid 35186137)
22. X.D. Wu C.H. Chu Y.F. Wang 2007 A genetic algorithm for cellular manufacturing design and layout European Journal of Operational Research 181 156 167 10.1016/j.ejor.2006.05.035 10.1016/j.ejor.2006.05.035 (Pubitemid 46320819)
23. W.M. Yun Y.P. Xi 1996 The analysis of global convergence and computational efficiency for genetic algorithm Control theory an Application 13 4 455 460
24. M. Yurdakul 2004 Selection of computer-integrated manufacturing technologies using a combined analytic hierarchy process and goal programming model Robotics and Computer-Integrated Manufacturing 20 4 329 340 10.1016/j.rcim.2003.11.002 10.1016/j.rcim.2003.11.002