메뉴 건너뛰기




Volumn 22, Issue 8, 2011, Pages 523-542

An intelligent fuzzy regression approach for affective product design that captures nonlinearity and fuzziness

Author keywords

Affective product design; Evolutionary algorithm; Fuzzy regression

Indexed keywords

AFFECTIVE PRODUCT DESIGN; AFFECTIVE RESPONSE; CUSTOMER SURVEYS; DESIGN VARIABLES; EXPLICIT MODELS; FUZZY COEFFICIENTS; FUZZY REGRESSIONS; FUZZY RELATIONSHIP; HUMAN FEELINGS; NEW PRODUCT; NON-LINEARITY; NONLINEAR TERMS; SET OF CUSTOMERS;

EID: 79960671855     PISSN: 09544828     EISSN: 14661837     Source Type: Journal    
DOI: 10.1080/09544820903550924     Document Type: Article
Times cited : (64)

References (40)
  • 1
    • 78649647297 scopus 로고    scopus 로고
    • Analysis of the impact of slight changes in product formal attributes on user's emotions and configuration of an emotional space for successful design
    • DOI: 10.1080/09544820902875058
    • Artacho, M.A., Ballester, A., and Alcantara, E., 2009. Analysis of the impact of slight changes in product formal attributes on user's emotions and configuration of an emotional space for successful design. Journal of Engineering Design, DOI: 10.1080/09544820902875058.
    • (2009) Journal of Engineering Design
    • Artacho, M.A.1    Ballester, A.2    Alcantara, E.3
  • 2
    • 70349729832 scopus 로고    scopus 로고
    • Decision support for the design of affective products
    • Barnes, C. and Lillford, S.P., 2009. Decision support for the design of affective products. Journal of Engineering Design, 20 (5), 477-492.
    • (2009) Journal of Engineering Design , vol.20 , Issue.5 , pp. 477-492
    • Barnes, C.1    Lillford, S.P.2
  • 3
    • 74649087383 scopus 로고    scopus 로고
    • Modelling and optimization of fluid dispensing for electronic packaging using neural fuzzy networks and genetic algorithms
    • DOI: 10.1016/j.engappai
    • Chan, K.Y., Kwong, C.K., and Tsim, Y.C., 2009. Modelling and optimization of fluid dispensing for electronic packaging using neural fuzzy networks and genetic algorithms. Engineering Applications of Artificial Intelligence, DOI: 10.1016/j.engappai.2009.09.009.
    • (2009) Engineering Applications of Artificial Intelligence , vol.9 , pp. 009
    • Chan, K.Y.1    Kwong, C.K.2    Tsim, Y.C.3
  • 4
    • 31044456823 scopus 로고    scopus 로고
    • An investigation into affective design using sorting technique and Kohonen self-organizing map
    • Chen, C.H., Khoo, L.P., and Yan, W., 2006. An investigation into affective design using sorting technique and Kohonen self-organizing map. Advances in Engineering Software, 37 (5), 334-349.
    • (2006) Advances in Engineering Software , vol.37 , Issue.5 , pp. 334-349
    • Chen, C.H.1    Khoo, L.P.2    Yan, W.3
  • 5
    • 0035121869 scopus 로고    scopus 로고
    • Expressing the expected product images in product design of micro-electronic products
    • Chuang, M.C. and Ma, Y.C., 2001. Expressing the expected product images in product design of micro-electronic products. International Journal of Industrial Ergonomics, 27 (4), 233-245.
    • (2001) International Journal of Industrial Ergonomics , vol.27 , Issue.4 , pp. 233-245
    • Chuang, M.C.1    Ma, Y.C.2
  • 7
    • 1642349646 scopus 로고    scopus 로고
    • Delft, The Netherlands: Delft University of Technology
    • Desmet, P.M.A., 2002. Designing emotions. Delft, The Netherlands: Delft University of Technology.
    • (2002) Designing Emotions
    • Desmet, P.M.A.1
  • 8
    • 0003273374 scopus 로고    scopus 로고
    • Subjective emotional well-being
    • In: M. Lewis and J.M. Haviland-Jones, eds., 2nd ed. NewYork: The Guilford Press
    • Diener, E. and Lucas, R.E., 2000. Subjective emotional well-being. In: M. Lewis and J.M. Haviland-Jones, eds. Handbook of emotions. 2nd ed. NewYork: The Guilford Press, 325-337.
    • (2000) Handbook of Emotions , pp. 325-337
    • Diener, E.1    Lucas, R.E.2
  • 9
    • 0002432565 scopus 로고
    • Multivariate adaptive regression splines
    • Friedman, J.H., 1991. Multivariate adaptive regression splines. The Annals of Statistics, 19 (1), 1-141.
    • (1991) The Annals of Statistics , vol.19 , Issue.1 , pp. 1-141
    • Friedman, J.H.1
  • 11
    • 31344482596 scopus 로고    scopus 로고
    • Capturing aesthetic intention during interactive evolution
    • Gu, Z., Tang, M.X., and Frazer, J.H., 2006. Capturing aesthetic intention during interactive evolution. Computer-Aided Design, 38 (3), 224-237.
    • (2006) Computer-Aided Design , vol.38 , Issue.3 , pp. 224-237
    • Gu, Z.1    Tang, M.X.2    Frazer, J.H.3
  • 12
    • 0344512416 scopus 로고    scopus 로고
    • A systematic approach for computing user satisfaction with product design
    • Han, S.H. and Hong, S.W., 2003.A systematic approach for computing user satisfaction with product design. Ergonomics, 46 (13), 1441-1461.
    • (2003) Ergonomics , vol.46 , Issue.13 , pp. 1441-1461
    • Han, S.H.1    Hong, S.W.2
  • 13
    • 0342520801 scopus 로고    scopus 로고
    • Evolution of product usability: Development and validation of usability dimensions and design elements based on empirical models
    • Han, S.H., et al., 2000. Evolution of product usability: development and validation of usability dimensions and design elements based on empirical models. International Journal of Industrial Ergonomics, 26(4), 477-488.
    • (2000) International Journal of Industrial Ergonomics , vol.26 , Issue.4 , pp. 477-488
    • Han, S.H.1
  • 14
    • 15244355266 scopus 로고    scopus 로고
    • Applying a hybrid approach based on fuzzy neural network and genetic algorithm to product form design
    • Hsiao, S.W. and Tsai, H.C., 2005. Applying a hybrid approach based on fuzzy neural network and genetic algorithm to product form design. International Journal of Industrial Ergonomics, 35 (5), 411-428.
    • (2005) International Journal of Industrial Ergonomics , vol.35 , Issue.5 , pp. 411-428
    • Hsiao, S.W.1    Tsai, H.C.2
  • 17
    • 0034199912 scopus 로고    scopus 로고
    • Approximating the non-dominated front using the pareto archived evolution strategy
    • Knowles, J.D. and Corne,D.W., 2000.Approximating the non-dominated front using the pareto archived evolution strategy. Evolutionary Computation, 8 (2), 149-172.
    • (2000) Evolutionary Computation , vol.8 , Issue.2 , pp. 149-172
    • Knowles, J.D.1
  • 18
    • 70349737683 scopus 로고    scopus 로고
    • A framework for empathy in design: Stepping into and out of the user's life
    • Kouprie, M. and Visser, F.S., 2009. A framework for empathy in design: stepping into and out of the user's life. Journal of Engineering Design, 20 (5), 437-448.
    • (2009) Journal of Engineering Design , vol.20 , Issue.5 , pp. 437-448
    • Kouprie, M.1    Visser, F.S.2
  • 21
    • 70449859516 scopus 로고    scopus 로고
    • Product platform design for a product family based on Kansei engineering
    • Kuang, J. and Jiang, P., 2008. Product platform design for a product family based on Kansei engineering. Journal of Engineering Design, 20 (6), 589-607.
    • (2008) Journal of Engineering Design , vol.20 , Issue.6 , pp. 589-607
    • Kuang, J.1    Jiang, P.2
  • 22
    • 13544255493 scopus 로고    scopus 로고
    • Form design of product image using grey relational analysis and neural network models
    • Lai, H.H., Lin, Y.C., and Yeh, C.H., 2004. Form design of product image using grey relational analysis and neural network models. Computers & Operations Research, 32 (10), 2689-2711.
    • (2004) Computers & Operations Research , vol.32 , Issue.10 , pp. 2689-2711
    • Lai, H.H.1    Lin, Y.C.2    Yeh, C.H.3
  • 23
    • 27944471476 scopus 로고    scopus 로고
    • A new fuzzy approach to improve fashion product development
    • Lau, T.W., et al., 2006. A new fuzzy approach to improve fashion product development. Computers in Industry, 57 (1), 82-92.
    • (2006) Computers In Industry , vol.57 , Issue.1 , pp. 82-92
    • Lau, T.W.1
  • 24
    • 19844362946 scopus 로고    scopus 로고
    • Genetic programming for the identification of nonlinear input-output models
    • Madar, J., Abonyi, J., and Szeifert, F., 2005. Genetic programming for the identification of nonlinear input-output models. Industrial and Engineering Chemistry Research, 44 (9), 3178-3186.
    • (2005) Industrial and Engineering Chemistry Research , vol.44 , Issue.9 , pp. 3178-3186
    • Madar, J.1    Abonyi, J.2    Szeifert, F.3
  • 26
    • 79960674439 scopus 로고
    • Kansei engineering: A new ergonomic consumer-oriented technology for product development
    • Nagamachi, M., 1995. Kansei engineering: a new ergonomic consumer-oriented technology for product development. Applied Ergonomics, 33 (3), 3-11.
    • (1995) Applied Ergonomics , vol.33 , Issue.3 , pp. 3-11
    • Nagamachi, M.1
  • 29
    • 70349729835 scopus 로고    scopus 로고
    • Capturing user's perceptions of valuable experience and meaning
    • Nurkka, P., Kujala, S., and Kemppainen, K., 2009. Capturing user's perceptions of valuable experience and meaning. Journal of Engineering Design, 20 (5), 449-463.
    • (2009) Journal of Engineering Design , vol.20 , Issue.5 , pp. 449-463
    • Nurkka, P.1    Kujala, S.2    Kemppainen, K.3
  • 30
    • 2342641982 scopus 로고    scopus 로고
    • A fuzzy rule-based approach to modeling affective user satisfaction towards office chair design
    • Park, J. and Han, S.H., 2004. A fuzzy rule-based approach to modeling affective user satisfaction towards office chair design. International Journal of Industrial Ergonomics, 34 (1), 31-47.
    • (2004) International Journal of Industrial Ergonomics , vol.34 , Issue.1 , pp. 31-47
    • Park, J.1    Han, S.H.2
  • 31
    • 0028407151 scopus 로고
    • Fuzzy linear regression with fuzzy intervals
    • Peters, G., 1994. Fuzzy linear regression with fuzzy intervals. Fuzzy Sets and Systems, 63 (1), 45-55.
    • (1994) Fuzzy Sets and Systems , vol.63 , Issue.1 , pp. 45-55
    • Peters, G.1
  • 32
    • 33646572518 scopus 로고    scopus 로고
    • Product design: A vectors field-based approach for preference modeling
    • Petiot, J.F. and Grognet, S., 2006. Product design: a vectors field-based approach for preference modeling. Journal of Engineering Design, 17 (3), 217-233.
    • (2006) Journal of Engineering Design , vol.17 , Issue.3 , pp. 217-233
    • Petiot, J.F.1    Grognet, S.2
  • 34
    • 0029080104 scopus 로고
    • A fuzzy logic analysis method for evaluation human sensitivities
    • Shimizu,Y. and Jindo,Y., 1995. A fuzzy logic analysis method for evaluation human sensitivities. International Journal of Industrial Ergonomics, 15 (1), 39-47.
    • (1995) International Journal of Industrial Ergonomics , vol.15 , Issue.1 , pp. 39-47
    • Shimizu, Y.1    Jindo, Y.2
  • 35
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its application to modeling and control
    • Takagi, T. and Sugeno, M., 1985. Fuzzy identification of systems and its application to modeling and control. IEEE Transactions on Systems, Man and Cybernetics, 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
  • 36
    • 0008321310 scopus 로고
    • Possibilistic linear systems and their application to the linear regression model
    • Tanaka, H. and Watada, J., 1988. Possibilistic linear systems and their application to the linear regression model. Fuzzy Sets and Systems, 27 (3), 275-289.
    • (1988) Fuzzy Sets and Systems , vol.27 , Issue.3 , pp. 275-289
    • Tanaka, H.1    Watada, J.2
  • 39
    • 33646104198 scopus 로고    scopus 로고
    • Development of customer satisfaction models for automotive interior materials
    • You, H., et al., 2006. Development of customer satisfaction models for automotive interior materials. International Journal of Industrial Ergonomics, 36 (4), 323-330.
    • (2006) International Journal of Industrial Ergonomics , vol.36 , Issue.4 , pp. 323-330
    • You, H.1
  • 40
    • 0033318858 scopus 로고    scopus 로고
    • Multiobjective evolutionary algorithms: A comparative case study and the strength pareto approach
    • Zitzler, E. and Thiele, L., 1999. Multiobjective evolutionary algorithms: a comparative case study and the strength pareto approach. IEEE Transactions on Evolutionary Computation, 3 (4), 257-271.
    • (1999) IEEE Transactions On Evolutionary Computation , vol.3 , Issue.4 , pp. 257-271
    • Zitzler, E.1    Thiele, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.