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E-grāmata: From Models to Simulations

(University of Rouen, France), Translated by
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This book analyses the impact computerization has had on contemporary science and explains the origins, technical nature and epistemological consequences of the current decisive interplay between technology and science: an intertwining of formalism, computation, data acquisition, data and visualization and how these factors have led to the spread of simulation models since the 1950s.

Using historical, comparative and interpretative case studies from a range of disciplines, with a particular emphasis on the case of plant studies, the author shows how and why computers, data treatment devices and programming languages have occasioned a gradual but irresistible and massive shift from mathematical models to computer simulations.

The Open Access version of this book, available at http://www.taylorfrancis.com, has been made available under a Creative Commons [ Attribution-Non Commercial-No Derivatives (CC-BY-NC-ND)] 4.0 license.
List of figures
viii
Acknowledgments ix
List of French abbreviations
x
Introduction 1(1)
1 Geometric and botanic simulation
1(25)
The probabilistic simulation of branching biological shapes: Cohen (1966)
13(1)
The epistemic functions of modular programming, simulation and visualization
13(5)
The first geometric and realistic simulation of trees (Honda-Fisher, 1971-1977)
18(2)
The limitations of morphometry and of thermodynamics of trees
20(1)
The first geometric simulation of an actual tree: Terminalia
21(3)
A recap of geometric simulation
24(2)
2 The logical model and algorithmic simulation of algae
26(19)
A botanist won over by logical positivism: the theory of lifecycles "by A. Lindenmayer (1963---1965)
26(3)
Unusable set of axioms and used set of axioms
29(1)
From logical theory to automata theory (1966--1967)
30(4)
The "developmental model" and the rules of rewriting (1968)
34(3)
The dispute with Brian Carey Goodwin regarding "natural" formalisms
37(4)
Recap: the computer as automata model and deductive machine
41(4)
3 The limitations of biometric models and the transition to simulation in agronomy
45(24)
The institutional and technical context of the IFCC (1966-1971)
45(2)
Transferring a little bit of econometrics to biometrics: a problem of optimization (1974)
47(2)
The first application of plant simulation in agronomics (1974-1975)
49(3)
Fragmented modelling and geometric simulation: de Reffye (1975-1981)
52(9)
Simulation, imitation and the sub-symbolic use of formalisms
61(8)
4 A random and universal architectural simulation
69(18)
Making headway in botany: the notion of "architectural model" (1966-1978)
70(2)
The search for botanical realism (1978-1979)
72(3)
Criticisms of theoretical models
75(5)
Criticisms of biometric models
80(3)
A mixed reception (1979-1981)
83(4)
5 Convergence between integrative simulation and computer graphics
87(15)
The relaunch of research into architectural simulation (1985-1991)
88(2)
Jaeger's thesis: the prefixed model and synthesis of botanical images (1987)
90(4)
Blaise's thesis: the simulation of bud parallelism (1991)
94(3)
How can an integrative simulation be validated?
97(5)
6 Convergence between universal simulation and forestry (1990-1998)
102(16)
An epistemological dispute between modellers: INRA and CIRAD
103(3)
Conceptual and institutional convergence: the CIRAD/INRA partner laboratory (1995)
106(2)
The empirical value of simulation
108(3)
Supra-simulations
111(7)
7 The remathematization of simulations (from 1998 onwards)
118(25)
The first mixed structure-function model: "water efficiency" (1997-1999)
119(3)
The parallel evolution of algorithmic simulation: 1984-1994
122(7)
Simulating the individual plant in order to observe crop functioning (1997-2000)
129(1)
The association between A MAP and INR1A: sub-structures and factorization (1998-2006)
130(4)
Recap: pluriformalized simulation and convergence between disciplines
134(9)
8 Twenty-one functions of models and three types of simulations - classifications and applications
143(25)
General function, main functions and specific functions of models
144(4)
General characterization and classification of computer simulations
148(7)
System simulation, model simulation, system-simulation model and model-simulation model
155(3)
Applications to different plant models and plant simulations
158(10)
Conclusion 168(16)
Glossary 184(9)
Selected bibliography 193(19)
Index of names 212(6)
Index of subjects 218
Franck Varenne is Associate Professor of philosophy of science at the University of Rouen (Normandy France) and associate researcher at IHPST (CNRS Paris). His research focuses on the history and epistemology of formal models and computer simulations in contemporary science, especially in biology and geography. He has published around fifty-five articles and chapters. He has also published eight books and co-edited three collective books.