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2020 | OriginalPaper | Chapter

System Dynamics: Engineering Roots of Model Validation

Author : Camilo Olaya

Published in: System Dynamics

Publisher: Springer US

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Excerpt

Engineering
The activity of designing and creating artifacts for improving a situation
Model
An abstract or concrete artifact that is analog of another entity
Model Validity
Judgment that determines whether a model fulfills the function for which it was created

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Literature
go back to reference Andersen DF, Richardson GP (1997) Scripts for group model building. Syst Dyn Rev 13:107–129 Andersen DF, Richardson GP (1997) Scripts for group model building. Syst Dyn Rev 13:107–129
go back to reference Auyang SY (2009) Knowledge in science and engineering. Synthese 168:319–331 Auyang SY (2009) Knowledge in science and engineering. Synthese 168:319–331
go back to reference Barlas Y (1996) Formal aspects of model validity and validation in system dynamics. Syst Dyn Rev 12:183–210 Barlas Y (1996) Formal aspects of model validity and validation in system dynamics. Syst Dyn Rev 12:183–210
go back to reference Barlas Y, Carpenter S (1990) Philosophical roots of model validation: two paradigms. Syst Dyn Rev 6:148–166 Barlas Y, Carpenter S (1990) Philosophical roots of model validation: two paradigms. Syst Dyn Rev 6:148–166
go back to reference Bissell C, Dillon C (2012) Ways of thinking, ways of seeing. Mathematical and other modelling in engineering and technology. Springer, Berlin/HeidelbergMATH Bissell C, Dillon C (2012) Ways of thinking, ways of seeing. Mathematical and other modelling in engineering and technology. Springer, Berlin/HeidelbergMATH
go back to reference Doridot F (2008) Towards an engineered epistemology? Interdiscip Sci Rev 33:254–262 Doridot F (2008) Towards an engineered epistemology? Interdiscip Sci Rev 33:254–262
go back to reference Epstein JM (2008) Why model? J Artif Soc Soc Simul 11:1–12 Epstein JM (2008) Why model? J Artif Soc Soc Simul 11:1–12
go back to reference Forrester JW (1961) Industrial dynamics. Productivity Press, Cambridge, MA Forrester JW (1961) Industrial dynamics. Productivity Press, Cambridge, MA
go back to reference Forrester JW (1975a) Industrial dynamics: after the first decade. Collected papers of Jay W. Forrester. Wright-Allen Press, Cambridge Forrester JW (1975a) Industrial dynamics: after the first decade. Collected papers of Jay W. Forrester. Wright-Allen Press, Cambridge
go back to reference Forrester JW (1975b) Industrial dynamics: a major breakthrough for decision makers. Collected papers of Jay W. Forrester. Wright-Allen Press, Cambridge Forrester JW (1975b) Industrial dynamics: a major breakthrough for decision makers. Collected papers of Jay W. Forrester. Wright-Allen Press, Cambridge
go back to reference Forrester JW (2003) Dynamic models of economic systems and industrial organizations. Syst Dyn Rev 19:331–345 Forrester JW (2003) Dynamic models of economic systems and industrial organizations. Syst Dyn Rev 19:331–345
go back to reference Goldman SL (1990) Philosophy, engineering, and western culture. In: Durbin PT (ed) Broad and narrow interpretations of philosophy of technology. Kluwer, Amsterdam Goldman SL (1990) Philosophy, engineering, and western culture. In: Durbin PT (ed) Broad and narrow interpretations of philosophy of technology. Kluwer, Amsterdam
go back to reference Goldman SL (1991) The social captivity of engineering. In: Durbin PT (ed) Critical perspectives on nonacademic science and engineering. Lehigh University Press, Bethlehem, PA Goldman SL (1991) The social captivity of engineering. In: Durbin PT (ed) Critical perspectives on nonacademic science and engineering. Lehigh University Press, Bethlehem, PA
go back to reference Goldman SL (2004) Why we need a philosophy of engineering: a work in progress. Interdiscip Sci Rev 29:163–176 Goldman SL (2004) Why we need a philosophy of engineering: a work in progress. Interdiscip Sci Rev 29:163–176
go back to reference Groesser SN, Schwaninger M (2012) Contributions to model validation: hierarchy, process, and cessation. Syst Dyn Rev 28:157–181 Groesser SN, Schwaninger M (2012) Contributions to model validation: hierarchy, process, and cessation. Syst Dyn Rev 28:157–181
go back to reference Homer JB (1996) Why we iterate: scientific modeling in theory and practice. Syst Dyn Rev 12:1–19 Homer JB (1996) Why we iterate: scientific modeling in theory and practice. Syst Dyn Rev 12:1–19
go back to reference Homer J (2014) Levels of evidence in system dynamics modeling. Syst Dyn Rev 30:75–80 Homer J (2014) Levels of evidence in system dynamics modeling. Syst Dyn Rev 30:75–80
go back to reference Hovmand PS (2014) Community based system dynamics. Springer, New York Hovmand PS (2014) Community based system dynamics. Springer, New York
go back to reference Jelinek M, Romme AGL, Boland RJ (2008) Introduction to the special issue. Organization studies as a science for design: creating collaborative artifacts and research. Organ Stud 29:317–329 Jelinek M, Romme AGL, Boland RJ (2008) Introduction to the special issue. Organization studies as a science for design: creating collaborative artifacts and research. Organ Stud 29:317–329
go back to reference Koen BV (2003) Discussion of the method. Oxford University Press, Oxford Koen BV (2003) Discussion of the method. Oxford University Press, Oxford
go back to reference Koen BV (2009) The engineering method and its implications for scientific, philosophical, and universal methods. Monist 92:357–386 Koen BV (2009) The engineering method and its implications for scientific, philosophical, and universal methods. Monist 92:357–386
go back to reference Koen BV (2010) Quo vadis, humans? Engineering the survival of the human species. In: Van de Poel I, Goldberg DE (eds) Philosophy and engineering. An emerging agenda. Springer, Dordrecht Koen BV (2010) Quo vadis, humans? Engineering the survival of the human species. In: Van de Poel I, Goldberg DE (eds) Philosophy and engineering. An emerging agenda. Springer, Dordrecht
go back to reference Kopainsky B, Luna-Reyes LF (2008) Closing the loop: promoting synergies with other theory building approaches to improve system dynamics practice. Syst Res Behav Sci 25:471–486 Kopainsky B, Luna-Reyes LF (2008) Closing the loop: promoting synergies with other theory building approaches to improve system dynamics practice. Syst Res Behav Sci 25:471–486
go back to reference Kroes P (2012) Engineering design. In: Kroes P (ed) Technical artefacts: creations of mind and matter. Springer, Dordrecht Kroes P (2012) Engineering design. In: Kroes P (ed) Technical artefacts: creations of mind and matter. Springer, Dordrecht
go back to reference Lane D (2008) Formal theory building for the avalanche game: explaining counter-intuitive behaviour of a complex system using geometrical and human behavioural/physiological effects. Syst Res Behav Sci 25:521–542 Lane D (2008) Formal theory building for the avalanche game: explaining counter-intuitive behaviour of a complex system using geometrical and human behavioural/physiological effects. Syst Res Behav Sci 25:521–542
go back to reference Layton ET Jr (1974) Technology as knowledge. Technol Cult 15:31–41 Layton ET Jr (1974) Technology as knowledge. Technol Cult 15:31–41
go back to reference Mitcham C (1994) Thinking through technology. the path between engineering and philosophy. The University of Chicago Press, Chicago Mitcham C (1994) Thinking through technology. the path between engineering and philosophy. The University of Chicago Press, Chicago
go back to reference Morrison JB, Rudolph JW, Carroll JS (2013) Dynamic modeling as a multidiscipline collaborative journey. Syst Dyn Rev 29:4–25 Morrison JB, Rudolph JW, Carroll JS (2013) Dynamic modeling as a multidiscipline collaborative journey. Syst Dyn Rev 29:4–25
go back to reference Norström P (2013) Engineers’ non-scientific models in technology education. Int J Technol Des Educ 23:377–390 Norström P (2013) Engineers’ non-scientific models in technology education. Int J Technol Des Educ 23:377–390
go back to reference Petroski H (2010) The essential engineer. Why science alone will not solve our global problems. Vintage Books, New York. (Ed. 2011) Petroski H (2010) The essential engineer. Why science alone will not solve our global problems. Vintage Books, New York. (Ed. 2011)
go back to reference Pitt JC (2011) Doing philosophy of technology. Springer, Dordrecht Pitt JC (2011) Doing philosophy of technology. Springer, Dordrecht
go back to reference Rahmandad H, Sterman J (2012) Reporting guidelines for simulation-based research in social sciences. Syst Dyn Rev 28:396–411 Rahmandad H, Sterman J (2012) Reporting guidelines for simulation-based research in social sciences. Syst Dyn Rev 28:396–411
go back to reference Remington R, Folk CL, Boehm-Davis DA (2012) Introduction to humans in engineered systems. Wiley, Hoboken Remington R, Folk CL, Boehm-Davis DA (2012) Introduction to humans in engineered systems. Wiley, Hoboken
go back to reference Romme AGL (2003) Making a difference: organization as design. Organ Sci 14:558–573 Romme AGL (2003) Making a difference: organization as design. Organ Sci 14:558–573
go back to reference Ryle G (1945) Knowing how and knowing that. Proc Aristot Soc New Ser 46:1–16 Ryle G (1945) Knowing how and knowing that. Proc Aristot Soc New Ser 46:1–16
go back to reference Schaffernicht M, Groesser SN (2016) A competence development framework for learning and teaching system dynamics. Syst Dyn Rev 32:52–81 Schaffernicht M, Groesser SN (2016) A competence development framework for learning and teaching system dynamics. Syst Dyn Rev 32:52–81
go back to reference Schmidt JA (2012) What makes engineering, engineering? In: Carrato J, Burns J (eds) Structures congress proceedings. American Society of Civil Engineers, Reston Schmidt JA (2012) What makes engineering, engineering? In: Carrato J, Burns J (eds) Structures congress proceedings. American Society of Civil Engineers, Reston
go back to reference Schwaninger M, Groesser S (2018) System dynamics modeling: validation for quality assurance. In: Meyers RA (ed) Encyclopedia of complexity and systems science. Springer, Berlin/Heidelberg Schwaninger M, Groesser S (2018) System dynamics modeling: validation for quality assurance. In: Meyers RA (ed) Encyclopedia of complexity and systems science. Springer, Berlin/Heidelberg
go back to reference Schwaninger M, Grösser S (2008) System dynamics as model-based theory building. Syst Res Behav Sci 25:447–465 Schwaninger M, Grösser S (2008) System dynamics as model-based theory building. Syst Res Behav Sci 25:447–465
go back to reference Simon HA (1988) The science of design: creating the artificial. Des Issues,. IV 4:67–82MathSciNet Simon HA (1988) The science of design: creating the artificial. Des Issues,. IV 4:67–82MathSciNet
go back to reference Simon HA (1996) The sciences of the artificial. MIT Press, Cambridge, MA Simon HA (1996) The sciences of the artificial. MIT Press, Cambridge, MA
go back to reference Stein E, Lipton P (1989) Where guesses come from: evolutionary epistemology and the anomaly of guided variation. Biol Philos 4:33–56 Stein E, Lipton P (1989) Where guesses come from: evolutionary epistemology and the anomaly of guided variation. Biol Philos 4:33–56
go back to reference Sterman JD (1986) The economic long wave: Theory and evidence. Syst Dyn Rev 2:87–125 Sterman JD (1986) The economic long wave: Theory and evidence. Syst Dyn Rev 2:87–125
go back to reference Sterman J (2000) Business dynamics. Systems thinking and modeling for a complex world. McGraw-Hill, Boston, MA Sterman J (2000) Business dynamics. Systems thinking and modeling for a complex world. McGraw-Hill, Boston, MA
go back to reference Van De Poel I (2010) Philosophy and Engineering: Setting the Stage. In: Van De Poel I, Goldberg DE (eds) Philosophy and engineering. An emerging agenda. Springer, Dordrecht Van De Poel I (2010) Philosophy and Engineering: Setting the Stage. In: Van De Poel I, Goldberg DE (eds) Philosophy and engineering. An emerging agenda. Springer, Dordrecht
go back to reference Vennix JAM (1996) Group model building. Wiley, Chichester Vennix JAM (1996) Group model building. Wiley, Chichester
Metadata
Title
System Dynamics: Engineering Roots of Model Validation
Author
Camilo Olaya
Copyright Year
2020
Publisher
Springer US
DOI
https://doi.org/10.1007/978-1-4939-8790-0_544