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Volumn 60, Issue 4, 2011, Pages 760-768

Constructing a hybrid Kansei engineering system based on multiple affective responses: Application to product form design

Author keywords

Kansei engineering; Multi objective genetic algorithm; Product form design; Support vector regression

Indexed keywords

AFFECTIVE RESPONSE; ANALYSIS RESULTS; DESIGN PROBLEMS; ENGINEERING DESIGN; FORM FEATURES; HUMAN PERCEPTION; INPUT DATAS; KANSEI ENGINEERING; MOBILE PHONE DESIGN; MULTI OBJECTIVE; MULTI-OBJECTIVE GENETIC ALGORITHM; NEW PRODUCT DESIGN; OPTIMAL DESIGN; OUTPUT VALUES; PREDICTION MODEL; PRODUCT DESIGNERS; PRODUCT FORM DESIGN; REAL-WORLD PROBLEM; SEARCHING METHODS; SINGLE OBJECTIVE OPTIMIZATION; SUB-SYSTEMS; SUPPORT VECTOR REGRESSION; SUPPORT VECTOR REGRESSIONS; SYSTEM OPTIMIZATIONS;

EID: 79952628295     PISSN: 03608352     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cie.2011.01.011     Document Type: Article
Times cited : (102)

References (31)
  • 1
    • 33748956638 scopus 로고    scopus 로고
    • Optimal product design using a colony of virtual ants
    • DOI 10.1016/j.ejor.2005.06.042, PII S0377221705005576
    • M.D. Albritton, and P.R. McMullen Optimal product design using a colony of virtual ants European Journal of Operational Research 176 1 2007 498 520 (Pubitemid 44442691)
    • (2007) European Journal of Operational Research , vol.176 , Issue.1 , pp. 498-520
    • Albritton, M.D.1    McMullen, P.R.2
  • 2
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C. Burges A tutorial on support vector machines for pattern recognition Data Mining and Knowledge Discovery 2 2 1998
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2
    • Burges, C.1
  • 3
    • 0033729054 scopus 로고    scopus 로고
    • An efficient constraint handling method for genetic algorithms
    • K. Deb An efficient constraint handling method for genetic algorithms Computer Methods in Applied Mechanics and Engineering 186 2000 311 338
    • (2000) Computer Methods in Applied Mechanics and Engineering , vol.186 , pp. 311-338
    • Deb, K.1
  • 5
    • 0000991259 scopus 로고
    • Simulated Binary Crossover for Continuous Search Space
    • K. Deb, and R.B. Agrawal Simulated binary crossover for continuous search space Complex Systems 9 1995 115 148 (Pubitemid 126034016)
    • (1995) Complex systems , vol.9 , Issue.2 , pp. 115-148
    • Deb, K.1    Agrawal, R.B.2
  • 6
    • 0040445957 scopus 로고    scopus 로고
    • A combined genetic adaptive search (GeneAS) for engineering design
    • K. Deb, and M. Goyal A combined genetic adaptive search (GeneAS) for engineering design Computer Sciences and Informatics 26 4 1996 30 45
    • (1996) Computer Sciences and Informatics , vol.26 , Issue.4 , pp. 30-45
    • Deb, K.1    Goyal, M.2
  • 7
    • 0036530772 scopus 로고    scopus 로고
    • A fast and elitist multiobjective genetic algorithm: NSGA-II
    • DOI 10.1109/4235.996017, PII S1089778X02041012
    • K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan A fast and elitist multiobjective genetic algorithm: NSGA-II IEEE Transactions on Evolutionary Computation 6 2 2002 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
  • 9
    • 3242661683 scopus 로고    scopus 로고
    • Procedural 3D texture synthesis using genetic programming
    • A. Hewgill, and B.J. Ross Procedural 3D texture synthesis using genetic programming Computers & Graphics 28 4 2004 569 584
    • (2004) Computers & Graphics , vol.28 , Issue.4 , pp. 569-584
    • Hewgill, A.1    Ross, B.J.2
  • 10
    • 40849083918 scopus 로고    scopus 로고
    • Optimal balancing of multiple affective satisfaction dimensions: A case study on mobile phones
    • DOI 10.1016/j.ergon.2007.09.002, PII S016981410700176X
    • S.W. Hong, S.H. Han, and K.J. Kim Optimal balancing of multiple affective satisfaction dimensions: A case study on mobile phones International Journal of Industrial Ergonomics 38 3-4 2007 272 279 (Pubitemid 351391935)
    • (2008) International Journal of Industrial Ergonomics , vol.38 , Issue.3-4 , pp. 272-279
    • Hong, S.W.1    Han, S.H.2    Kim, K.-J.3
  • 11
    • 0036131854 scopus 로고    scopus 로고
    • A neural network based approach for product form design
    • DOI 10.1016/S0142-694X(01)00015-1, PII S0142694X01000151
    • S.W. Hsiao, and H.C. Huang A neural network based approach for product form design Design Studies 23 2002 67 84 (Pubitemid 33110317)
    • (2002) Design Studies , vol.23 , Issue.1 , pp. 67-84
    • Hsiao, S.-W.1    Huang, H.C.2
  • 12
    • 10044259862 scopus 로고    scopus 로고
    • A neurofuzzy-evolutionary approach for product design
    • S.W. Hsiao, and E. Liu A neurofuzzy-evolutionary approach for product design Integrated Computer-Aided Engineering 11 2004 323 338
    • (2004) Integrated Computer-Aided Engineering , vol.11 , pp. 323-338
    • Hsiao, S.W.1    Liu, E.2
  • 13
    • 15244355266 scopus 로고    scopus 로고
    • Applying a hybrid approach based on fuzzy neural network and genetic algorithm to product form design
    • S.W. Hsiao, and H.C. Tsai Applying a hybrid approach based on fuzzy neural network and genetic algorithm to product form design International Journal of Industrial Ergonomics 35 2005 411 428
    • (2005) International Journal of Industrial Ergonomics , vol.35 , pp. 411-428
    • Hsiao, S.W.1    Tsai, H.C.2
  • 15
    • 0003861838 scopus 로고
    • Van Nostrand Reinhold New York
    • J.C. Jones Design methods 1992 Van Nostrand Reinhold New York
    • (1992) Design Methods
    • Jones, J.C.1
  • 16
    • 0242390999 scopus 로고    scopus 로고
    • Multi-objective optimization of an industrial fluidized-bed catalytic cracking unit (FCCU) using genetic algorithm (GA) with the jumping genes operator
    • DOI 10.1016/S0098-1354(03)00153-4
    • R.B. Kasat, and S.K. Gupta Multi-objective optimization of an industrial fluidized-bed catalytic cracking unit (FCCU) using genetic algorithm (GA) with the jumping genes operator Computers & Chemical Engineering 27 12 2003 1785 1800 (Pubitemid 37408614)
    • (2003) Computers and Chemical Engineering , vol.27 , Issue.12 , pp. 1785-1800
    • Kasat, R.B.1    Gupta, S.K.2
  • 17
    • 40649104355 scopus 로고    scopus 로고
    • A hybrid approach to constrained evolutionary computing: Case of product synthesis
    • W.Y. Liang, and C.C. Huang A hybrid approach to constrained evolutionary computing: Case of product synthesis Omega 36 6 2007 1072 1085
    • (2007) Omega , vol.36 , Issue.6 , pp. 1072-1085
    • Liang, W.Y.1    Huang, C.C.2
  • 18
    • 33747346222 scopus 로고    scopus 로고
    • Chemometrics, econometrics, psychometrics-How best to handle hedonics?
    • DOI 10.1016/j.foodqual.2005.09.003, PII S095032930500145X
    • D. MacKay Chemometrics, econometrics, psychometrics - How best to handle hedonics? Food Quality and Preference 17 2006 529 535 (Pubitemid 44242036)
    • (2006) Food Quality and Preference , vol.17 , Issue.7-8 , pp. 529-535
    • MacKay, D.1
  • 19
    • 0031081822 scopus 로고    scopus 로고
    • Hybrid Kansei Engineering System and design support
    • DOI 10.1016/S0169-8141(96)00005-4, PII S0169814196000054
    • Y. Matsubara, and M. Nagamachi Hybrid Kansei engineering system and design support International Journal of Industrial Ergonomics 19 1997 81 92 (Pubitemid 26395707)
    • (1997) International Journal of Industrial Ergonomics , vol.19 , Issue.2 , pp. 81-92
    • Matsubara, Y.1    Nagamachi, M.2
  • 20
    • 0029080101 scopus 로고
    • Kansei Engineering: A new ergonomic consumer-oriented technology for product development
    • M. Nagamachi Kansei Engineering: A new ergonomic consumer-oriented technology for product development International Journal of Industrial Ergonomics 15 1995 3 11
    • (1995) International Journal of Industrial Ergonomics , vol.15 , pp. 3-11
    • Nagamachi, M.1
  • 22
    • 44649198345 scopus 로고    scopus 로고
    • Classification model for product form design using fuzzy support vector machines
    • M.D. Shieh, and C.C. Yang Classification model for product form design using fuzzy support vector machines Computers & Industrial Engineering 55 1 2008 150 164
    • (2008) Computers & Industrial Engineering , vol.55 , Issue.1 , pp. 150-164
    • Shieh, M.D.1    Yang, C.C.2
  • 23
    • 44949258241 scopus 로고    scopus 로고
    • Multiclass SVM-RFE for product form feature selection
    • M.D. Shieh, and C.C. Yang Multiclass SVM-RFE for product form feature selection Expert Systems with Applications 35 1-2 2008 531 541
    • (2008) Expert Systems with Applications , vol.35 , Issue.12 , pp. 531-541
    • Shieh, M.D.1    Yang, C.C.2
  • 24
    • 0000530063 scopus 로고    scopus 로고
    • Interactive evolutionary computation: Fusion of the capabilities of EC optimization and human evaluation
    • PII S0018921901076083
    • H. Takagi Interactive evolutionary computation: Fusion of the capabilities of EC optimization and human evaluation Proceedings of the IEEE 89 9 2001 1275 1296 (Pubitemid 33766623)
    • (2001) Proceedings of the IEEE , vol.89 , Issue.9 , pp. 1275-1296
    • Takagi, H.1
  • 26
    • 34547110119 scopus 로고    scopus 로고
    • Automatic design support and image evaluation of two-colored products using color association and color harmony scales and genetic algorithm
    • H.C. Tsai, and J.R. Chou Automatic design support and image evaluation of two-colored products using color association and color harmony scales and genetic algorithm Computer-Aided Design 39 9 2007 818 828
    • (2007) Computer-Aided Design , vol.39 , Issue.9 , pp. 818-828
    • Tsai, H.C.1    Chou, J.R.2
  • 28
    • 27144503667 scopus 로고    scopus 로고
    • A hybrid genetic algorithm-neural network strategy for simulation optimization
    • DOI 10.1016/j.amc.2005.01.024, PII S0096300305000676
    • L. Wang A hybrid genetic algorithm - Neural network strategy for simulation optimization Applied Mathematics and Computation 170 2005 1329 1343 (Pubitemid 41497836)
    • (2005) Applied Mathematics and Computation , vol.170 , Issue.2 , pp. 1329-1343
    • Wang, L.1
  • 29
    • 0345688978 scopus 로고    scopus 로고
    • Determination of the spread parameter in the Gaussian kernel for classification and regression
    • DOI 10.1016/S0925-2312(02)00632-X, PII S092523120200632X
    • W. Wang, Z. Xu, W. Lu, and X. Zhang Determination of the spread parameter in the Gaussian kernel for classification and regression Neurocomputing 55 2003 643 663 (Pubitemid 37455478)
    • (2003) Neurocomputing , vol.55 , Issue.3-4 , pp. 643-663
    • Wang, W.1    Xu, Z.2    Lu, W.3    Zhang, X.4
  • 30
    • 78049369155 scopus 로고    scopus 로고
    • A support vector regression based prediction model of affective responses for product form design
    • C.C. Yang, and M.D. Shieh A support vector regression based prediction model of affective responses for product form design Computers & Industrial Engineering 59 4 2010 682 689
    • (2010) Computers & Industrial Engineering , vol.59 , Issue.4 , pp. 682-689
    • Yang, C.C.1    Shieh, M.D.2
  • 31
    • 34548698657 scopus 로고    scopus 로고
    • Integrating relevance vector machines and genetic algorithms for optimization of seed-separating process
    • DOI 10.1016/j.engappai.2007.01.002, PII S0952197607000048
    • J. Yuan, K. Wang, T. Yu, and M. Fang Integrating relevance vector machines and genetic algorithms for optimization of seed-separating process Engineering Applications of Artificial Intelligence 20 7 2007 970 979 (Pubitemid 47419310)
    • (2007) Engineering Applications of Artificial Intelligence , vol.20 , Issue.7 , pp. 970-979
    • Yuan, J.1    Wang, K.2    Yu, T.3    Fang, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.