메뉴 건너뛰기




Volumn 25, Issue 4, 2014, Pages 775-795

Vector optimization of laser solid freeform fabrication system using a hierarchical mutable smart bee-fuzzy inference system and hybrid NSGA-II/self-organizing map

Author keywords

Intelligent post optimization; Laser solid freeform fabrication (LSFF); Mutable smart bee algorithm (MSBA); Supervised hierarchical fuzzy training; Vector optimization

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COMPLEX NETWORKS; CONFORMAL MAPPING; EXPERIMENTS; FUZZY SYSTEMS; GENETIC ALGORITHMS; OPTIMAL SYSTEMS;

EID: 84904402984     PISSN: 09565515     EISSN: 15728145     Source Type: Journal    
DOI: 10.1007/s10845-012-0718-6     Document Type: Article
Times cited : (48)

References (46)
  • 1
    • 84865224703 scopus 로고    scopus 로고
    • Artificial bee colony algorithm for large-scale problems and engineering design optimization
    • 10.1007/s10845-010-0393-4
    • Akay, B.; Karaboga, D. (2012). Artificial bee colony algorithm for large-scale problems and engineering design optimization. Journal of Intelligent Manufacturing, 23, 1001-1004.
    • (2012) Journal of Intelligent Manufacturing , vol.23 , pp. 1001-1004
    • Akay, B.1    Karaboga, D.2
  • 3
    • 34548512013 scopus 로고    scopus 로고
    • Prediction of laser solid freeform fabrication using neuro-fuzzy method
    • DOI 10.1016/j.asoc.2007.02.002, PII S1568494607000191
    • Alimardani, M.; Toyserkani, E. (2008). Prediction of laser solid freeform fabrication using a neuro-fuzzy approach. Applied Soft Computing, 8(1), 316-323. (Pubitemid 47374566)
    • (2008) Applied Soft Computing Journal , vol.8 , Issue.1 , pp. 316-323
    • Alimardani, M.1    Toyserkani, E.2
  • 4
    • 84855985774 scopus 로고    scopus 로고
    • ANFIS-based approach for predicting sediment transport in clean sewer
    • 10.1016/j.asoc.2011.12.003
    • Azamathulla, H. M.; Ghani, A. B.; Fei, S. Y. (2012). ANFIS-based approach for predicting sediment transport in clean sewer. Applied Soft Computing, 12(3), 1227-1230.
    • (2012) Applied Soft Computing , vol.12 , Issue.3 , pp. 1227-1230
    • Azamathulla, H.M.1    Ghani, A.B.2    Fei, S.Y.3
  • 5
    • 84866683208 scopus 로고    scopus 로고
    • A comprehensive preference-based optimization framework with application to high-lift aerodynamic design
    • doi: 10.1080/0305215X.2011.637558
    • Carrese, R.; Winarto, H.; Li, X.; Sobester, A.; Ebenezer, S. (2012). A comprehensive preference-based optimization framework with application to high-lift aerodynamic design. Engineering Optimization. doi: 10.1080/0305215X.2011.637558.
    • (2012) Engineering Optimization
    • Carrese, R.1    Winarto, H.2    Li, X.3    Sobester, A.4    Ebenezer, S.5
  • 7
    • 77956615401 scopus 로고    scopus 로고
    • Including different kinds of preferences in a multi-objective ant algorithm for time and space assembly line balancing on different Nissan scenarios
    • 10.1016/j.eswa.2010.07.023
    • Chica, M.; Cordon, O.; Damas, S.; Bautista, J. (2011). Including different kinds of preferences in a multi-objective ant algorithm for time and space assembly line balancing on different Nissan scenarios. Expert system with applications, 38, 709-720.
    • (2011) Expert System with Applications , vol.38 , pp. 709-720
    • Chica, M.1    Cordon, O.2    Damas, S.3    Bautista, J.4
  • 8
    • 0033729054 scopus 로고    scopus 로고
    • An efficient constraint-handling method for genetic algorithms
    • Deb, K. (2000). An efficient constraint-handling method for genetic algorithms. Journal of Computational Methods and Applied Mathematics, 186, 311-338.
    • (2000) Journal of Computational Methods and Applied Mathematics , vol.186 , pp. 311-338
    • Deb, K.1
  • 9
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • DOI 10.1109/4235.996017, PII S1089778X02041012
    • Deb, K.; Pratap, A.; Agarwal, S.; Meyarivan, T. (2002). A fast and Elitist Multi-Objective Genetic Algorithm: NSGA-II. IEEE Transaction on Evolutionary Computation, 6(2), 182-197. (Pubitemid 34555372)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.2 , pp. 182-197
    • Deb, K.1    Pratap, A.2    Agarwal, S.3    Meyarivan, T.4
  • 10
    • 84861415844 scopus 로고    scopus 로고
    • Hybrid evolutionary multi-objective optimization and analysis of machining operations
    • 10.1080/0305215X.2011.604316
    • Deb, K.; Datta, R. (2012). Hybrid evolutionary multi-objective optimization and analysis of machining operations. Engineering Optimization, 44, 685-706.
    • (2012) Engineering Optimization , vol.44 , pp. 685-706
    • Deb, K.1    Datta, R.2
  • 11
    • 0035426815 scopus 로고    scopus 로고
    • Hierarchical genetic fuzzy systems
    • DOI 10.1016/S0020-0255(01)00140-2, PII S0020025501001402
    • Delgado, M. R.; Zuben, F. V.; Gomide, F. (2001). Hierarchical genetic fuzzy system. Information Sciences, 136, 29-52. (Pubitemid 32621493)
    • (2001) Information Sciences , vol.136 , Issue.1-4 , pp. 29-52
    • Regattieri Delgado, M.1    Von Zuben, F.2    Gomide, F.3
  • 12
    • 58049194220 scopus 로고    scopus 로고
    • A neuro co-evolutionary genetic fuzzy system to design soft sensors
    • 10.1007/s00500-008-0363-3
    • Delgado, M. R.; Nagai, E. Y.; Arruda, L. V. R. (2009). A neuro co-evolutionary genetic fuzzy system to design soft sensors. Soft computing, 13, 481-495.
    • (2009) Soft Computing , vol.13 , pp. 481-495
    • Delgado, M.R.1    Nagai, E.Y.2    Arruda, L.V.R.3
  • 13
    • 33744965458 scopus 로고    scopus 로고
    • Prediction of melt pool depth and dilution in laser powder deposition
    • DOI 10.1088/0022-3727/39/12/022, PII S0022372706220242
    • Fathi, A.; Toyserkani, E.; Khajepour, A.; Durali, M. (2006a). Prediction of melt pool depth and dilution in laser powder deposition. Journal of Physics D: Applied Physics, 39(12), 2613-2623. (Pubitemid 43855609)
    • (2006) Journal of Physics D: Applied Physics , vol.39 , Issue.12 , pp. 2613-2623
    • Fathi, A.1    Toyserkani, E.2    Khajepour, A.3    Durali, M.4
  • 14
  • 15
    • 81155154001 scopus 로고    scopus 로고
    • Multi-objective optimization of a stacked neural network using an evolutionary hyper-heuristic
    • 10.1016/j.asoc.2011.09.001
    • Furtuna, R.; Curteanu, S.; Leon, F. (2012). Multi-objective optimization of a stacked neural network using an evolutionary hyper-heuristic. Applied Soft Computing, 12, 133-144.
    • (2012) Applied Soft Computing , vol.12 , pp. 133-144
    • Furtuna, R.1    Curteanu, S.2    Leon, F.3
  • 17
  • 19
    • 78049288241 scopus 로고    scopus 로고
    • Deriving optimum policies for multi-objective reservoir systems: Application of self-learning genetic algorithm
    • 10.1016/j.asoc.2009.08.016
    • Hakimi-Asiabar, M.; Ghodsypour, S. H.; Kerachian, R. (2010). Deriving optimum policies for multi-objective reservoir systems: Application of self-learning genetic algorithm. Applied Soft Computing, 10, 1151-1163.
    • (2010) Applied Soft Computing , vol.10 , pp. 1151-1163
    • Hakimi-Asiabar, M.1    Ghodsypour, S.H.2    Kerachian, R.3
  • 20
    • 79951563885 scopus 로고    scopus 로고
    • Computer-automated evolution of an X-band antenna for NASA's space technology 5 mission
    • 10.1162/EVCO-a-00005
    • Hornby, G. S.; Lohn, J. D.; Linden, D. S. (2011). Computer-automated evolution of an X-band antenna for NASA's space technology 5 mission. Evolutionary Computation, 19, 1-23.
    • (2011) Evolutionary Computation , vol.19 , pp. 1-23
    • Hornby, G.S.1    Lohn, J.D.2    Linden, D.S.3
  • 21
    • 0035283598 scopus 로고    scopus 로고
    • Mold fabrication and modification using hybrid processes of selective laser cladding and milling
    • DOI 10.1016/S0924-0136(00)00850-5
    • Jeng, J. Y.; Lin, M. C. (2001). Mold fabrication and modification using hybrid processes of selective laser cladding and milling. Journal of Materials Processing Technology, 110(1), 98-103. (Pubitemid 32160583)
    • (2001) Journal of Materials Processing Technology , vol.110 , Issue.1 , pp. 98-103
    • Jeng, J.-Y.1    Lin, M.-C.2
  • 22
    • 84897660420 scopus 로고    scopus 로고
    • Simulation and parameter optimization of flux cored arc welding using artificial neural network and particle swarm optimization algorithm
    • doi: 10.1007/s10845-012-0675-0
    • Katherasan, D.; Elias, J. V.; Sathiya, P.; Haq, A. N. (2012). Simulation and parameter optimization of flux cored arc welding using artificial neural network and particle swarm optimization algorithm. Journal of Intelligent Manufacturing. doi: 10.1007/s10845-012-0675-0.
    • (2012) Journal of Intelligent Manufacturing
    • Katherasan, D.1    Elias, J.V.2    Sathiya, P.3    Haq, A.N.4
  • 23
    • 0025489075 scopus 로고
    • Self-organizing map
    • 10.1109/5.58325
    • Kohonen, T. (1990). Self-organizing map. Proceedings of the IEEE, 78, 1464-1480.
    • (1990) Proceedings of the IEEE , vol.78 , pp. 1464-1480
    • Kohonen, T.1
  • 24
    • 0036790658 scopus 로고    scopus 로고
    • A fuzzy APH approach to the determination of importance weights of customer requirements in quality function deployment
    • 10.1023/A:1019984626631
    • Kwong, C. K.; Bai, H. (2002). A fuzzy APH approach to the determination of importance weights of customer requirements in quality function deployment. Journal of Intelligent Manufacturing, 13, 367-377.
    • (2002) Journal of Intelligent Manufacturing , vol.13 , pp. 367-377
    • Kwong, C.K.1    Bai, H.2
  • 25
    • 82455199118 scopus 로고    scopus 로고
    • Improved competitive learning neural networks for network intrusion and fraud detection
    • Lei, J. Z.; Ghorbani, A. A. (2012). Improved competitive learning neural networks for network intrusion and fraud detection. Neurocomputing, 75, 135-145.
    • (2012) Neurocomputing , vol.75 , pp. 135-145
    • Lei, J.Z.1    Ghorbani, A.A.2
  • 26
    • 0037408731 scopus 로고    scopus 로고
    • Fabrication of functionally graded TiC/Ti composites by laser engineered net shaping
    • 10.1016/S1359-6462(03)00020-4
    • Liu, W.; DuPont, J. N. (2003). Fabrication of functionally graded TiC/Ti composites by laser engineered net shaping. Scripta Materialia, 48(9), 1337-1342.
    • (2003) Scripta Materialia , vol.48 , Issue.9 , pp. 1337-1342
    • Liu, W.1    Dupont, J.N.2
  • 27
    • 84864781676 scopus 로고    scopus 로고
    • Genetic fuzzy system for data-driven soft sensors design
    • doi: 10.1016/j.asoc.2012.05.009
    • Mendes, J.; Souza, F.; Goncalves, N. (2012). Genetic fuzzy system for data-driven soft sensors design. Applied Soft Computing. doi: 10.1016/j.asoc.2012.05.009.
    • (2012) Applied Soft Computing
    • Mendes, J.1    Souza, F.2    Goncalves, N.3
  • 28
    • 84867845529 scopus 로고    scopus 로고
    • Identifying the behavior of laser solid freeform fabrication system using aggregated neural network and the great salmon run optimization algorithm
    • Mozaffari, A.; Fathi, A. (2012). Identifying the behavior of laser solid freeform fabrication system using aggregated neural network and the great salmon run optimization algorithm. International Journal of Bio-Inspired Computation, 4, 3303-3343.
    • (2012) International Journal of Bio-Inspired Computation , vol.4 , pp. 3303-3343
    • Mozaffari, A.1    Fathi, A.2
  • 29
    • 84881665462 scopus 로고    scopus 로고
    • Optimal design of laser solid freeform fabrication system and real-time prediction of melt pool geometry using intelligent evolutionary algorithms
    • doi: 10.1016/j.asoc.2012.05.031
    • Mozaffari, A.; Fathi, A.; Khajepour, A.; Toyserkani, E. (2012). Optimal design of laser solid freeform fabrication system and real-time prediction of melt pool geometry using intelligent evolutionary algorithms. Applied Soft Computing. doi: 10.1016/j.asoc.2012.05.031.
    • (2012) Applied Soft Computing
    • Mozaffari, A.1    Fathi, A.2    Khajepour, A.3    Toyserkani, E.4
  • 30
    • 84862219884 scopus 로고    scopus 로고
    • Optimal design of constraint engineering systems: Application of mutable smart bee algorithm
    • 10.1504/IJBIC.2012.047241
    • Mozaffari, A.; Gorji-Bandpy, M.; Gorji, T. B. (2012b). Optimal design of constraint engineering systems: application of mutable smart bee algorithm. International Journal of Bio-Inspired Computation, 4, 167-180.
    • (2012) International Journal of Bio-Inspired Computation , vol.4 , pp. 167-180
    • Mozaffari, A.1    Gorji-Bandpy, M.2    Gorji, T.B.3
  • 31
    • 84904382005 scopus 로고    scopus 로고
    • Comprehensive preference optimization of an irreversible thermal engine using Pareto based mutable smart bee algorithm and generalized regression neural network
    • Accepted for Publication
    • Mozaffari, A.; Gorji-Bandpy, M.; Samadian, P.; Rastgar, R.; Rezaniakolaei, A. (2012c). Comprehensive preference optimization of an irreversible thermal engine using Pareto based mutable smart bee algorithm and generalized regression neural network. Swarm and Evolutionary Computation, Accepted for Publication.
    • (2012) Swarm and Evolutionary Computation
    • Mozaffari, A.1    Gorji-Bandpy, M.2    Samadian, P.3    Rastgar, R.4    Rezaniakolaei, A.5
  • 33
    • 84904382006 scopus 로고    scopus 로고
    • Optimal design of classic Atkinson engine with dynamic specific heat using adaptive neuro-fuzzy inference system and mutable smart bee algorithm
    • Accepted for Publication
    • Mozaffari, A.; Ramiar, A.; Fathi, A. (2012). Optimal design of classic Atkinson engine with dynamic specific heat using adaptive neuro-fuzzy inference system and mutable smart bee algorithm. Swarm and Evolutionary Computation, Accepted for Publication.
    • (2012) Swarm and Evolutionary Computation
    • Mozaffari, A.1    Ramiar, A.2    Fathi, A.3
  • 34
    • 81155135087 scopus 로고    scopus 로고
    • Investigating the role of metallic fillers in particulate reinforced flexible mould material composite using evolutionary algorithm
    • 10.1016/j.asoc.2011.08.059
    • Nandi, A. K.; Deb, K.; Ganguly, S.; Datta, S. (2012). Investigating the role of metallic fillers in particulate reinforced flexible mould material composite using evolutionary algorithm. Applied Soft Computing, 12(1), 28-39.
    • (2012) Applied Soft Computing , vol.12 , Issue.1 , pp. 28-39
    • Nandi, A.K.1    Deb, K.2    Ganguly, S.3    Datta, S.4
  • 35
    • 78549245597 scopus 로고    scopus 로고
    • Evidence of a mechanism of neural adaption in the closed loop control of directions
    • 10.1108/17563781011028523
    • Oslon, B.; Si, J. (2010). Evidence of a mechanism of neural adaption in the closed loop control of directions. International Journal of Intelligent Computing and Cybernetics.; 3, 5-23.
    • (2010) International Journal of Intelligent Computing and Cybernetics. , vol.3 , pp. 5-23
    • Oslon, B.1    Si, J.2
  • 37
    • 34249971816 scopus 로고
    • Self-organizing semantic maps
    • 10.1007/BF00203171
    • Ritter, H.; Kohonen, T. (1989). Self-organizing semantic maps. Biology Cybernetics, 61, 241-254.
    • (1989) Biology Cybernetics , vol.61 , pp. 241-254
    • Ritter, H.1    Kohonen, T.2
  • 38
    • 2442745958 scopus 로고    scopus 로고
    • Dynamic models of laser surface alloying
    • Römer, G. R. B.; Aarts, R. G. K.; Meijer, J. (1999). Dynamic models of laser surface alloying. Lasers Engineering, 8(4), 251-266.
    • (1999) Lasers Engineering , vol.8 , Issue.4 , pp. 251-266
    • Römer, G.R.B.1    Aarts, R.G.K.2    Meijer, J.3
  • 39
    • 0033724101 scopus 로고    scopus 로고
    • A BP-neural network predictor model for plastic injection molding process
    • 10.1016/S0924-0136(00)00498-2
    • Sadeghi, B. H. M. (2009). A BP-neural network predictor model for plastic injection molding process. Journal of Materials Processing Technology, 103(3), 411-416.
    • (2009) Journal of Materials Processing Technology , vol.103 , Issue.3 , pp. 411-416
    • Sadeghi, B.H.M.1
  • 40
    • 38949203048 scopus 로고    scopus 로고
    • A new ANN optimized by improved PSO algorithm combined with chaos and its application in short-term load forecasting
    • Shangdong, Y. & Xiang, L.; (2006). A new ANN optimized by improved PSO algorithm combined with chaos and its application in short-term load forecasting. 2006 International Conference on Computational Intelligence and Security, pp. 945-948.
    • (2006) 2006 International Conference on Computational Intelligence and Security , pp. 945-948
    • Shangdong, Y.1    Xiang, L.2
  • 41
    • 0002965586 scopus 로고    scopus 로고
    • A genetic algorithm for optimizing Takagi-Sugeno fuzzy rule bases
    • PII S0165011497000031
    • Siarry, P.; Guely, F. A. (1998). Genetic algorithm for optimizing Takagi-Sugeno fuzzy rule bases. Fuzzy Sets and Systems, 99, 37-47. (Pubitemid 128654949)
    • (1998) Fuzzy Sets and Systems , vol.99 , Issue.1 , pp. 37-47
    • Siarry, P.1    Guely, F.2
  • 42
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modeling and control
    • 10.1109/TSMC.1985.6313399
    • Takagi, T.; Sugeno, M. (1985). Fuzzy identification of systems and its applications to modeling and control. IEEE Transactions on Systems, Man and Cybernetics, SMC-15(1), 116-132.
    • (1985) IEEE Transactions on Systems, Man and Cybernetics , vol.15 , Issue.1 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2
  • 44
    • 84862278723 scopus 로고    scopus 로고
    • Process optimization of the serial-parallel hybrid polishing machine tool based on artificial neural network and genetic algorithm
    • 10.1007/s10845-009-0376-5
    • Wang, G.; Wang, Y.; Zhao, J.; Chen, G. (2012). Process optimization of the serial-parallel hybrid polishing machine tool based on artificial neural network and genetic algorithm. Journal of Intelligent Manufacturing, 23, 365-374.
    • (2012) Journal of Intelligent Manufacturing , vol.23 , pp. 365-374
    • Wang, G.1    Wang, Y.2    Zhao, J.3    Chen, G.4
  • 45
    • 84897619907 scopus 로고    scopus 로고
    • Bead geometry prediction for robotic GMAW-based rapid manufacturing through a neural network and a second-order regression analysis
    • doi: 10.1007/s10845-012-0682-1
    • Xiong, J.; Zhang, G.; Hu, J.; Wu, L. (2012). Bead geometry prediction for robotic GMAW-based rapid manufacturing through a neural network and a second-order regression analysis. Journal of Intelligent Manufacturing. doi: 10.1007/s10845-012-0682-1.
    • (2012) Journal of Intelligent Manufacturing
    • Xiong, J.1    Zhang, G.2    Hu, J.3    Wu, L.4
  • 46
    • 77958045352 scopus 로고    scopus 로고
    • Development of an adaptive fuzzy logic-based inverse dynamic model for laser cladding process
    • 10.1016/j.engappai.2009.11.006
    • Zeinali, M.; Khajepour, A. (2010). Development of an adaptive fuzzy logic-based inverse dynamic model for laser cladding process. Engineering Applications of Artificial Intelligence, 23(8), 1408-14019.
    • (2010) Engineering Applications of Artificial Intelligence , vol.23 , Issue.8 , pp. 1408-14019
    • Zeinali, M.1    Khajepour, A.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.