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Volumn 26, Issue 3-4, 2004, Pages 284-294

Optimal process design of sheet metal forming for minimum springback via an integrated neural network evolutionary algorithm

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; COMPUTATIONAL METHODS; EVOLUTIONARY ALGORITHMS; FINITE ELEMENT METHOD; METAL FORMING; NEURAL NETWORKS; OPTIMIZATION; PROCESS ENGINEERING;

EID: 1542712557     PISSN: 1615147X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00158-003-0347-y     Document Type: Article
Times cited : (33)

References (13)
  • 1
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    • Plastic behavior and stretchability of sheet metals. Part I: A yield function for orthotropic sheets under plane stress conditions
    • Barlat, F.; Lian, J. 1989: Plastic behavior and stretchability of sheet metals. Part I: A yield function for orthotropic sheets under plane stress conditions. Int. J. Plasticity 5, 51-62
    • (1989) Int. J. Plasticity , vol.5 , pp. 51-62
    • Barlat, F.1    Lian, J.2
  • 2
    • 0028518003 scopus 로고
    • Computer aided approach for design and optimization of cold forging sequences for automotive parts
    • Duggirala, R.; Shivpuri, R.; Kini, S.; Ghosh, S.; Roy, S. 1985: Computer aided approach for design and optimization of cold forging sequences for automotive parts. J. Mater. Process. Tech. 46, 185-198
    • (1985) J. Mater. Process. Tech. , vol.46 , pp. 185-198
    • Duggirala, R.1    Shivpuri, R.2    Kini, S.3    Ghosh, S.4    Roy, S.5
  • 3
    • 0024880831 scopus 로고
    • Multilayer feedforward neural networks are universal approximators
    • Hornik, K.; Stinchhcombe, M.; White, H. 1989: Multilayer feedforward neural networks are universal approximators. Neural Networks 2, 359-366
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchhcombe, M.2    White, H.3
  • 4
    • 0028062657 scopus 로고
    • Neural network applications in naval architecture and marine engineering
    • Misugaki, Y.; Hao, N.; Sakamoto, M.; Makino, H. 1994: Neural network applications in naval architecture and marine engineering. CIRP 43, 433-436
    • (1994) CIRP , vol.43 , pp. 433-436
    • Misugaki, Y.1    Hao, N.2    Sakamoto, M.3    Makino, H.4
  • 5
    • 0002986456 scopus 로고
    • Springback in plane strain stretch/draw sheet forming
    • Pourboghrat, F.; Chu, E. 1995: Springback in plane strain stretch/draw sheet forming. Int. J. Mech. Sci. 36, 327-341
    • (1995) Int. J. Mech. Sci. , vol.36 , pp. 327-341
    • Pourboghrat, F.1    Chu, E.2
  • 6
    • 0030214914 scopus 로고    scopus 로고
    • Neural network applications in naval architecture and marine engineering
    • Ray, T.; Gokarn, R.P.; Sha, O.P. 1996: Neural network applications in naval architecture and marine engineering. Artif. Intell. Eng. 1, 213-226
    • (1996) Artif. Intell. Eng. , vol.1 , pp. 213-226
    • Ray, T.1    Gokarn, R.P.2    Sha, O.P.3
  • 8
    • 0000543755 scopus 로고    scopus 로고
    • Multiobjective design optimization by an evolutionary algorithm
    • Ray, T.; Tai, K.; Seow, K.C. 2001: Multiobjective design optimization by an evolutionary algorithm. Eng. Optimiz. 33, 399-424
    • (2001) Eng. Optimiz. , vol.33 , pp. 399-424
    • Ray, T.1    Tai, K.2    Seow, K.C.3
  • 10
    • 0030143390 scopus 로고    scopus 로고
    • Optimum design of process variables in multi-pass wire drawing by genetic algorithms
    • Roy, S.; Ghosh, S.; Shivpuri, R. 1996: Optimum design of process variables in multi-pass wire drawing by genetic algorithms. J. Manuf. Sci. E.-T. ASME 118, 244-251
    • (1996) J. Manuf. Sci. E.-T. ASME , vol.118 , pp. 244-251
    • Roy, S.1    Ghosh, S.2    Shivpuri, R.3
  • 11
    • 0000852513 scopus 로고
    • Multiobjective optimization using nondominated sorting in genetic algorithms
    • Srinivas, N.; Deb, K. 1994: Multiobjective optimization using nondominated sorting in genetic algorithms. Evol. Comput. 2, 221-248
    • (1994) Evol. Comput. , vol.2 , pp. 221-248
    • Srinivas, N.1    Deb, K.2
  • 12
    • 51249168063 scopus 로고
    • Springback in simple axisymmetric stampings
    • Stevenson, R. 1993: Springback in simple axisymmetric stampings. Metall. Trans. 24, 925-934
    • (1993) Metall. Trans. , vol.24 , pp. 925-934
    • Stevenson, R.1
  • 13


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.