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Volumn 29, Issue 5-6, 2006, Pages 541-550

Neural network simulation metamodels and genetic algorithms in analysis and design of manufacturing cells

Author keywords

Artificial neural networks; Discrete event simulation; Genetic algorithms; Manufacturing cells; Metamodels; Operations optimisation

Indexed keywords

ARTIFICIAL NEURAL NETWORK; ARTIFICIAL NEURAL NETWORKS; MANUFACTURING CELLS; META MODEL; OPTIMISATIONS;

EID: 73649096928     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/BF02729107     Document Type: Article
Times cited : (3)

References (28)
  • 1
    • 0030269798 scopus 로고    scopus 로고
    • Application of artificial neural networks in interactive simulation
    • 10.1016/0360-8352(96)00165-9
    • P Jula A Houshyar FL Severance A Sawhneyet 1996 Application of artificial neural networks in interactive simulation Comput Ind Eng 31 1-2 417 420 10.1016/0360-8352(96)00165-9
    • (1996) Comput Ind Eng , vol.31 , Issue.12 , pp. 417-420
    • Jula, P.1    Houshyar, A.2    Severance, F.L.3    Sawhneyet, A.4
  • 2
    • 0040680398 scopus 로고    scopus 로고
    • Application of neural networks and simulation modeling in manufacturing system design
    • K LeCroy M Georgiopoulos 1998 Application of neural networks and simulation modelling in manufacturing system design Interfaces 28 5 100 114 10.1287/inte.28.5.100 (Pubitemid 128339472)
    • (1998) Interfaces , vol.28 , Issue.5 , pp. 100-114
    • Mollaghasemi, M.1    Lecroy, K.2    Georgiopoulos, M.3
  • 3
    • 0348167401 scopus 로고    scopus 로고
    • Neural networks in manufacturing cell design
    • 10.1016/S0166-3615(97)00107-3
    • M Christodoulou V Gaganis 1998 Neural networks in manufacturing cell design Comput Ind 36 1-2 133 138 10.1016/S0166-3615(97)00107-3
    • (1998) Comput Ind , vol.36 , Issue.12 , pp. 133-138
    • Christodoulou, M.1    Gaganis, V.2
  • 4
    • 0029325628 scopus 로고
    • A framework for intelligent design of manufacturing cells
    • 10.1007/BF00171446
    • SR Sagi FF Chen 1995 A framework for intelligent design of manufacturing cells J Intell Manuf 6 3 175 190 10.1007/BF00171446
    • (1995) J Intell Manuf , vol.6 , Issue.3 , pp. 175-190
    • Sagi, S.R.1    Chen, F.F.2
  • 5
    • 0033906164 scopus 로고    scopus 로고
    • Neural networks implementation for modelling and control design of manufacturing systems
    • 10.1023/A:1008947923697
    • M Haouani D Lefebvre N Zerhouni A El Moudni 2002 Neural networks implementation for modelling and control design of manufacturing systems J Intell Manuf 11 1 29 40 10.1023/A:1008947923697
    • (2002) J Intell Manuf , vol.11 , Issue.1 , pp. 29-40
    • Haouani, M.1    Lefebvre, D.2    Zerhouni, N.3    El Moudni, A.4
  • 6
    • 1342347390 scopus 로고    scopus 로고
    • Artificial neural networks for design of manufacturing systems and selection of priority rules
    • T Çakar I Cil 2003 Artificial neural networks for design of manufacturing systems and selection of priority rules Int J Comput Integr Manuf 17 3 195 211
    • (2003) Int J Comput Integr Manuf , vol.17 , Issue.3 , pp. 195-211
    • Çakar, T.1    Cil, I.2
  • 10
    • 0036793631 scopus 로고    scopus 로고
    • Robust design of flexible manufacturing systems using, colored Petri net and genetic algorithm
    • DOI 10.1023/A:1019920324813
    • K Saitou S Malpathak H Qvam 2002 Robust design of flexible manufacturing systems using coloured Petri net and GA J Intell Manuf 13 5 339 351 10.1023/A:1019920324813 (Pubitemid 35157387)
    • (2002) Journal of Intelligent Manufacturing , vol.13 , Issue.5 , pp. 339-351
    • Saitou, K.1    Malpathak, S.2    Qvam, H.3
  • 11
    • 0035370443 scopus 로고    scopus 로고
    • Empirical comparison of search algorithms for discrete event simulation
    • DOI 10.1016/S0360-8352(01)00013-4, PII S0360835201000134
    • T Lacksonen 2001 Empirical comparison of search algorithms for discrete event simulation Comput Ind Eng 40 1-2 133 148 10.1016/S0360-8352(01)00013-4 (Pubitemid 32487058)
    • (2001) Computers and Industrial Engineering , vol.40 , Issue.1-2 , pp. 133-148
    • Lacksonen, T.1
  • 12
    • 0034692672 scopus 로고    scopus 로고
    • Solving machine loading problems in a flexible manufacturing system using a genetic algorithm based heuristic approach
    • DOI 10.1080/002075400418298
    • MK Tiwari NK Vidyarthi 2000 Solving machine loading problems in a flexible manufacturing system using a GA based heuristic approach Int J Prod Res 38 14 3357 3384 1094.90548 10.1080/002075400418298 (Pubitemid 35401964)
    • (2000) International Journal of Production Research , vol.38 , Issue.14 , pp. 3357-3384
    • Tiwari, M.K.1    Vidyarthi, N.K.2
  • 14
    • 0001081705 scopus 로고    scopus 로고
    • Integration of the GA and discrete-event computer simulation for decision support
    • 1038.68607 10.1177/003754979907200604
    • R McHaney 1999 Integration of the GA and discrete-event computer simulation for decision support Simulation 72 6 401 411 1038.68607 10.1177/003754979907200604
    • (1999) Simulation , vol.72 , Issue.6 , pp. 401-411
    • McHaney, R.1
  • 15
    • 0035283589 scopus 로고    scopus 로고
    • Manufacturing problem solving environment combining evaluation, search, and generalization methods
    • DOI 10.1016/S0166-3615(00)00072-5
    • KR Caskey 2001 A manufacturing problem solving environment combining evaluation, search and generalisation methods Comput Ind 44 2 175 187 10.1016/S0166-3615(00)00072-5 (Pubitemid 32160805)
    • (2001) Computers in Industry , vol.44 , Issue.2 , pp. 175-187
    • Caskey, K.R.1
  • 16
    • 0035872166 scopus 로고    scopus 로고
    • Dealing with design options in the optimization of manufacturing systems: An evolutionary approach
    • DOI 10.1080/00207540010020054
    • JL Paris L Tautou-Guillaume H Pierreval 2001 Dealing with design options in the optimisation of manufacturing systems: an evolutionary approach Int J Prod Res 39 6 1081 1094 1025.90005 10.1080/00207540010020054 (Pubitemid 35165633)
    • (2001) International Journal of Production Research , vol.39 , Issue.6 , pp. 1081-1094
    • Paris, J.L.1    Tautou-Guillaume, L.2    Pierreval, H.3
  • 17
    • 0029368218 scopus 로고
    • Integration of neural networks and genetic algorithms for an intelligent manufacturing controller
    • 10.1016/0360-8352(95)00073-A
    • T Holter X Yao LC Rabelo A Jones Y Yih 1995 Integration of neural networks and genetic algorithms for an intelligent manufacturing controller Comput Ind Eng 29 1-4 211 215 10.1016/0360-8352(95)00073-A
    • (1995) Comput Ind Eng , vol.29 , Issue.14 , pp. 211-215
    • Holter, T.1    Yao, X.2    Rabelo, L.C.3    Jones, A.4    Yih, Y.5
  • 18
    • 0031198983 scopus 로고    scopus 로고
    • Design and real-time reconfiguration of robust manufacturing systems by using design of experiments and artificial neural network
    • 10.1016/S0166-3615(97)00011-0
    • I Mezgár C Egresits L Monostori 1997 Design and real-time reconfiguration of robust manufacturing systems by using design of experiments and artificial neural network Comput Ind 33 1 61 70 10.1016/S0166-3615(97)00011- 0
    • (1997) Comput Ind , vol.33 , Issue.1 , pp. 61-70
    • Mezgár, I.1    Egresits, C.2    Monostori, L.3
  • 19
    • 0034959606 scopus 로고    scopus 로고
    • Hybrid, al- and simulation-supported optimisation of process chains and production plants
    • L Monostori ZJ Viharos 2001 Hybrid, Al- and simulation-supported optimisation of process chains and production plants Ann CIRP 50 1 353 356 (Pubitemid 32610841)
    • (2001) CIRP Annals - Manufacturing Technology , vol.50 , Issue.1 , pp. 353-356
    • Monostori, L.1    Viharos Zs., J.2
  • 20
    • 0037050379 scopus 로고    scopus 로고
    • Design of manufacturing systems by a hybrid approach with neural network metamodelling and stochastic local search
    • DOI 10.1080/00207540110073055
    • M-C Chen T Yang 2002 Design of manufacturing systems by a hybrid approach with neural network metamodelling and stochastic local search Int J Prod Res 40 1 71 92 02024789 10.1080/00207540110073055 (Pubitemid 34593846)
    • (2002) International Journal of Production Research , vol.40 , Issue.1 , pp. 71-92
    • Chen, M.-C.1    Yang, T.2
  • 22
    • 33745682555 scopus 로고    scopus 로고
    • Manufacturing system flexibility study using simulation
    • Athens, 1-3 June 2003
    • Ahramovits A, Vosniakos GC (2003) Manufacturing system flexibility study using simulation. Proc 6th SMESME Conference, Athens, 1-3 June 2003, pp 303-312
    • (2003) Proc 6th SMESME Conference , pp. 303-312
    • Ahramovits, A.1    Vosniakos, G.C.2
  • 27
    • 0036815452 scopus 로고    scopus 로고
    • Prediction of surface roughness in CNC face milling using neural networks and Taguchi's design of experiments
    • P Benardos GC Vosniakos 2002 Prediction of surface roughness in CNC face milling using neural networks and Taguchi's design of experiments Robot CIM 18 343 354
    • (2002) Robot CIM , vol.18 , pp. 343-354
    • Benardos, P.1    Vosniakos, G.C.2
  • 28
    • 0037143042 scopus 로고    scopus 로고
    • Simulation metamodelling with neural networks: An experimental investigation
    • DOI 10.1080/00207540210135596
    • I Sabuncuoglou S Touhami 2002 Simulation metamodelling with neural networks: an experimental investigation Int J Prod Res 40 11 2483 2505 10.1080/00207540210135596 (Pubitemid 34808260)
    • (2002) International Journal of Production Research , vol.40 , Issue.11 , pp. 2483-2505
    • Sabuncuoglu, I.1    Touhami, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.