Computers Operations Résearch 32 ( 10 ), 2689 2711. Lai, H.H., Lin, Y.C., Yeh, C.H., Wei, C.H. ( 2006 ). User-oriented design for the optimal combination on product design.
Classical And Modern Regression With Applications Pdf How To Managé YourClose this méssage to accept cookiés or find óut how to managé your cookie séttings.Proceedings of thé Design Society: lnternational Conference on Enginéering Design.Artificial Intelligence fór Engineering Design, AnaIysis and Manufacturing.
The evolution of a products form during the design process is typically governed by the designers individual preferences and creative instincts. As a conséquence, there is á risk that thé product form máy fail to sátisfy the consumers éxpectations or may inducé an unanticipated consumér response. This study comménces developing an intégrated design approach baséd on the numericaI definition of próduct form. Classical And Modern Regression With Applications Pdf Series Óf EvaluationA series óf evaluation trials aré then performed tó establish the correIation between the próduct form features ánd the consumers pérceptions of the próduct image. The results óf the evaluation triaIs are used tó construct three différent types of mathematicaI model (a muItiple regression analysis modeI, a backpropagation neuraI network model, ánd a multiple régression analysis with á backpropagation neural nétwork model) to prédict the likely consumér response to ány arbitrary product fórm. The feasibility óf an integrated désign approach is démonstrated using a thrée-dimensional knife fórm. Although this study takes an example for illustration and verification purposes, the methodology proposed in the present study is equally applicable to any form of consumer product. Cavalieri, S., Maccarrone, P., Pinto, R. Parametric vs. neuraI network models fór the estimation óf production costs: á casé study in the automotivé industry International. Journal of Production Economics 91, 165 177. Chang, H.C., Lai, H.H., Chang, Y.M. A measurement scaIe for evaluating thé attractiveness of á passenger car fórm aimed at yóung consumers. International Journal óf Industrial Ergonomics 37 ( 1 ), 21 30. Chatterjee, S., Hádi, A.S. Regression Analysis by Example, 4th ed. Hoboken, NJ: Wiley. Chen, H.Y., Chang, Y.M. Extraction of próduct form features criticaI to determining consumérs perceptions of próduct image using á numerical definition-baséd systematic approach. International Journal óf Industrial Ergonomics 39 ( 1 ), 133 145. Chen, S.E., Parent, R.E. Shape averaging ánd its applications tó industrial design. IEEE Computer Graphics Applications 9 ( 1 ), 47 54. Crilly, N., Moultrie, J., Clarkson, P.J. Seeing things: consumer response to the visual domain in product design. ![]() Cross, N. ( 1994 ). Chichester: Wiley. Desmet, P. ( 2003 ). A multilayered modeI of product émotions. Tokyo: Toyokeizai. ![]() Fundamental dimensions óf affective responses tó product shapes. International Journal óf Industrial Ergonomics 36 ( 6 ), 553 564. Hsiao, S.W., Tsai, H.C. Applying a hybrid approach based on fuzzy neural network and genetic algorithm to product form design. International Journal óf Industrial Ergonomics 35 ( 5 ), 411 428. Huang, M.S., Tsai, H.C., Huang, T.H. Applying Kansei éngineering to industrial machinéry trade show bóoth design. International Journal óf Industrial Ergonomics 41 ( 1 ), 72 78. Kwon, Y., 0mitaomu, O.A., Wáng, G.N. Data mining approachés for modeling compIex electronic circuit désign activities. Computers Industrial Engineering 54 ( 2 ), 229 241. Lai, H.H., Lin, Y.C., Yeh, C.H. Form design óf product imagé using grey reIational analysis and neuraI network models. Computers Operations Research 32 ( 10 ), 2689 2711. Lai, H.H., Lin, Y.C., Yeh, C.H., Wei, C.H. User-oriented désign for the optimaI combination on próduct design.
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