Abstract
To determine an understandable algorithm method that could be used by designers to create novel concept designs, we selected the popular motor scooter as a sample product, and used the most distinctive front handle cover as a design target. Our method included three phases: preparation, construction of conceptual creativity, and semantic analysis. We compared random idea sketches with designs available on the market, and observed that certain concept designs obtained using this method were exceptionally innovative, and could be easily redesigned for an actual product. This method can immediately provide many ideas that could be used to develop feasible designs. This method can not only be applied unlimited times to generate innovative ideas, but can also be adjusted to fit a new project. Finally, we observed innovative image that the created designs of the front handle cover were more than the designs available on the market, according to a questionnaire survey. This proved that the proposed method could be used to produce original concept designs.
Similar content being viewed by others
References
Chang ML, Lee JH (2007) Symbiosis: creativity with affection. Lect Notes Artif Intell 4562:32–41
Chen AL, Martinez DH (2012) A heuristic method based on genetic algorithm for the baseline-product design. Expert Syst Appl 39:5829–5837
Crozier R (1994) Manufactured pressures-psychological responses to design. Manchester University Press, Manchester
Elsas PA, Vergeest JSM (1998) New functionality for computer aided conceptual design: the displacement feature. Des Stud 19(1):81–102
Fung KY, Kwong CK, Siu KWM, Yu KM (2012) A multi-objective genetic algorithm approach to rule mining for affective product design. Expert Syst Appl 39:7411–7419
Goldschmidt G (1991) Dialectics of sketching. Creat Res J 4(2):123–143
Hong SW, Han SH, Kim KJ (2008) Optimal balancing of multiple affective satisfaction dimensions: a case study on mobile phones. Int J Ind Ergon 38(3–4):272–279
Horiguchi A, Suetomi T (1995) A Kansei engineering approach to a driver/vehicle system. Int J Ind Ergon 15:25–37
Hsiao SW, Chang MS (1997) A semantic recognition-based approach for car’s concept design. Int J Veh Des 18(1):53–82
Hsiao SW, Tsai HC (2005) Applying a hybrid approach based on fuzzy neural network and genetic algorithm to product form design. Int J Ind Ergon 35:411–428
Hsiao SW, Chiu FY, Lu SH (2010) Product-form design model based on genetic algorithms. Int J Ind Ergon 40:237–246
Huang YH (2008) Investigating the cognitive behavior of generating idea sketches by neural network systems. Des Stud 29(1):70–92
Hubka V, Eder WE (1988) Theory of technical systems. Spring-Verlag, New York
Jenkins DL, Martin RR (1993) The importance of free-hand sketching in conceptual design: automatic sketch input. Am Soc Mech Div 53:115–128
Jennings KE (2010) Developing creativity: Artificial barriers in artificial intelligence. Mind Mach 20:489–501
Jones JC (1992) Design methods. Van Nostrand Reinhold, New York
Lawson B (1994) Design in mind. Butterworth Architecture, Oxford
Lin JJ (2003) Constructing an intelligent conceptual design system using genetic algorithm. J Mater Process Technol 140:95–99
Nagamachi M (1995) Kansei engineering: a new ergonomic consumer-oriented technology for product development. Int J Ind Ergon 15:3–11
Nakada K (1997) Kansei engineering research on the design of construction machinery. Int J Ind Ergonomics 19:129–146
Pipe A (1990) Visible for 3-dimensional design: concepts, illustration presentation. Thames and Hudson, London
Rowley T (1994) A tool kit for visual genetic programing. University of Minisota. http://www.geom.umn.edu/~trowley/genetic/report/report.html
Sun J, Frazer JH, Tang M (2007) Shape optimisation using evolutionary techniques in product design. Comput Ind Eng 53:200–205
Tovey M, Owen J (2000) Sketching and direct CAD modeling in automotive design. Des Stud 21(6):569–588
Vico FJ, Veredasa FJ, Bravoa JM, Almarazb J (1999a) Automatic design synthesis with artificial intelligence techniques. Artif Intell Eng 13(3):251–256
Vico FJ, Veredas FJ, Bravo JM, Almaraz J (1999b) Automatic design synthesis with artificial intelligence techniques. Artif Intell Eng 13:251–256
Wang MT, You M (2009) The Evolvement of Product and Form of Scooters in Taiwan. Journal of Design 14(1):81–104
Yang CC (2011) Constructing a hybrid Kansei engineering system based on multiple affective responses: application to product form design. Comput Ind Eng 60:760–768
Zhen L, Huang GQ, Jiang Z (2009) Recommender system based on workflow. Decis Support Syst 48(1):237–245
Zhen L, Jiang Z, Song H (2010) Distributed recommender for peer-to-peer knowledge sharing. Inf Sci 180(18):3546–3561
Author information
Authors and Affiliations
Corresponding author
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Wang, MT., Yang, CC. Concept design from random algorithms for design sketching. J Ambient Intell Human Comput 6, 3–11 (2015). https://doi.org/10.1007/s12652-013-0207-6
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12652-013-0207-6