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2015 | OriginalPaper | Chapter

Evolution of Design Intuition and Synthesis Using Simulation Enriched Qualitative Cognitive Models

Author : Satish Chandra

Published in: ICoRD’15 – Research into Design Across Boundaries Volume 2

Publisher: Springer India

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Abstract

Design of engineering systems requires understanding of physical behavior. Previously, design intuition was considered to be developed based on actual experience. However, use of simulations to understand physical behavior is now widespread, and can play a role in developing design intuition rapidly. It can be said that design intuition is essentially a cognitive model in a qualitative form and is descriptive. Research indicates that these cognitive models have a structure, are decomposable and runnable and combine with memories in the mind. In this paper, it is argued simulations help the evolution of the cognitive models, using a predict, test and validate (PTV) approach aided by visualization and imagery. Using case studies, it is seen that while some naïve intuitive models are consistent with physical laws, in other cases, the faulty models are replaced with models that have basis in physical laws when using the PTV approach. Thus, simulations appear to enrich cognitive models of physical behavior, aid design synthesis within a design space. It is seen that simulation enriched design intuition evolves rapidly and can be used effectively in training.

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Literature
1.
go back to reference Johnson-Laird, P.N.: Mental Models. Towards a Cognitive Science of Language, Inference, and Consciousness. Cambridge University Press, Cambridge (1983) Johnson-Laird, P.N.: Mental Models. Towards a Cognitive Science of Language, Inference, and Consciousness. Cambridge University Press, Cambridge (1983)
2.
go back to reference Gentner, D., Stevens, A.L.: Mental Models. Lawrence Erlbaum Associates, Hillsdale (1983) Gentner, D., Stevens, A.L.: Mental Models. Lawrence Erlbaum Associates, Hillsdale (1983)
3.
go back to reference DiSessa, A.A.: Phenomenology and the evolution of intuition. In: Gentner, D., Stevens, A.L. (eds.) Mental Models, pp. 15–34. Lawrence Erlbaum Associates, Hillsdale (1983) DiSessa, A.A.: Phenomenology and the evolution of intuition. In: Gentner, D., Stevens, A.L. (eds.) Mental Models, pp. 15–34. Lawrence Erlbaum Associates, Hillsdale (1983)
4.
5.
go back to reference Williams, M.D., Hollan, J.D., Stevens, A.L.: Human reasoning about a simple physical system. In: Gentner, D., Stevens, A.L. (eds.) Mental Models, pp. 131–154. Lawrence Erlbaum Associates, Hillsdale (1983) Williams, M.D., Hollan, J.D., Stevens, A.L.: Human reasoning about a simple physical system. In: Gentner, D., Stevens, A.L. (eds.) Mental Models, pp. 131–154. Lawrence Erlbaum Associates, Hillsdale (1983)
6.
go back to reference Staggers, N., Norcio, A.F.: Mental models: concepts for human computer interaction research. Int. J. Man Mach. Stud. 38, 587–605 (1993)CrossRef Staggers, N., Norcio, A.F.: Mental models: concepts for human computer interaction research. Int. J. Man Mach. Stud. 38, 587–605 (1993)CrossRef
7.
go back to reference Chandra, S., Blockley, D.I.: Cognitive and computer models of physical systems. Int. J. Hum. Comput. Stud. 43, 539–559 (1995)CrossRef Chandra, S., Blockley, D.I.: Cognitive and computer models of physical systems. Int. J. Hum. Comput. Stud. 43, 539–559 (1995)CrossRef
8.
go back to reference de Kleer, J., Brown, J.S.: A framework for qualitative physics. In: Proceedings of the Sixth Annual Conference of the Cognitive Science Society, pp. 11–18 (1984) de Kleer, J., Brown, J.S.: A framework for qualitative physics. In: Proceedings of the Sixth Annual Conference of the Cognitive Science Society, pp. 11–18 (1984)
9.
go back to reference Kupiers, B.: Commonsense reasoning about causality: deriving behaviour, from structure. Artif. Intell. 24, 169–203 (1984)CrossRef Kupiers, B.: Commonsense reasoning about causality: deriving behaviour, from structure. Artif. Intell. 24, 169–203 (1984)CrossRef
10.
go back to reference Forbus, K., Gentner, D.: Qualitative mental models: simulations or memories. In: Eleventh International Workshop on Qualitative Reasoning, Cortona, Italy (1997) Forbus, K., Gentner, D.: Qualitative mental models: simulations or memories. In: Eleventh International Workshop on Qualitative Reasoning, Cortona, Italy (1997)
11.
go back to reference Forbus, K.: Qualitative modeling. WIRES: Cogn. Sci. 2(4), 374–391 (2011) Forbus, K.: Qualitative modeling. WIRES: Cogn. Sci. 2(4), 374–391 (2011)
12.
go back to reference Chandra, S.: The structure of a physical behaviour description facility. Artif. Intell. Eng. 13, 91–103 (1999)CrossRef Chandra, S.: The structure of a physical behaviour description facility. Artif. Intell. Eng. 13, 91–103 (1999)CrossRef
13.
go back to reference Hamrick, J.B., Battaglia, P.W., Tenenbaum, J.B.: Internal physics models guide probabilistic judgments about object dynamics. In: Carlson, L., Holscher, C., Shipley, T. (eds.) Proceedings of the 33rd Annual Conference of the Cognitive Science Society, Austin, TX (2011) Hamrick, J.B., Battaglia, P.W., Tenenbaum, J.B.: Internal physics models guide probabilistic judgments about object dynamics. In: Carlson, L., Holscher, C., Shipley, T. (eds.) Proceedings of the 33rd Annual Conference of the Cognitive Science Society, Austin, TX (2011)
14.
go back to reference Tenenbaum, J.B., Kemp, C., Griffiths, T.L., Goodman, N.D.: How to grow a mind: statistics, structure, and abstraction. Science 331(6022), 1279–1285 (2011)CrossRefMATHMathSciNet Tenenbaum, J.B., Kemp, C., Griffiths, T.L., Goodman, N.D.: How to grow a mind: statistics, structure, and abstraction. Science 331(6022), 1279–1285 (2011)CrossRefMATHMathSciNet
15.
go back to reference Battaglia, P.W., Hamrick, J.B., Tenenbaum, J.B.: Simulation as an engine of physical scene understanding. Proc. Natl. Acad. Sci. 110(45), 18327–18332 (2013)CrossRef Battaglia, P.W., Hamrick, J.B., Tenenbaum, J.B.: Simulation as an engine of physical scene understanding. Proc. Natl. Acad. Sci. 110(45), 18327–18332 (2013)CrossRef
16.
go back to reference Trafton, J.G., Kirschenbaum, S.S., Tsui, T.L., Miyamoto, R.T., Ballas, J.A., Raymond, P.D.: Turning pictures into numbers: extracting and generating information from complex visualizations. Int. J. Hum. Comput. Stud. 53(5), 827–850 (2000)CrossRefMATH Trafton, J.G., Kirschenbaum, S.S., Tsui, T.L., Miyamoto, R.T., Ballas, J.A., Raymond, P.D.: Turning pictures into numbers: extracting and generating information from complex visualizations. Int. J. Hum. Comput. Stud. 53(5), 827–850 (2000)CrossRefMATH
17.
go back to reference Sanborn, A.N, Mansinghka, V.K, Griffiths, T.L.: Reconciling intuitive physics and Newtonian mechanics for colliding objects. Psychol. Rev. 120(2), 411–437 (2013) Sanborn, A.N, Mansinghka, V.K, Griffiths, T.L.: Reconciling intuitive physics and Newtonian mechanics for colliding objects. Psychol. Rev. 120(2), 411–437 (2013)
Metadata
Title
Evolution of Design Intuition and Synthesis Using Simulation Enriched Qualitative Cognitive Models
Author
Satish Chandra
Copyright Year
2015
Publisher
Springer India
DOI
https://doi.org/10.1007/978-81-322-2229-3_1

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