The Non-theory-driven Character of Computer Simulations and Their Role as Exploratory Strategies

Juan M. Durán*

*Corresponding author for this work

Research output: Contribution to journalArticleScientificpeer-review

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Abstract

In this article, I focus on the role of computer simulations as exploratory strategies. I begin by establishing the non-theory-driven nature of simulations. This refers to their ability to characterize phenomena without relying on a predefined conceptual framework that is provided by an implemented mathematical model. Drawing on Steinle’s notion of exploratory experimentation and Gelfert’s work on exploratory models, I present three exploratory strategies for computer simulations: (1) starting points and continuation of scientific inquiry, (2) varying the parameters, and (3) scientific prototyping.
Original languageEnglish
Pages (from-to)487-505
Number of pages19
JournalMinds and Machines
Volume33
Issue number3
DOIs
Publication statusPublished - 2023

Keywords

  • Computer simulations
  • Exploratory strategies
  • Mathematical models
  • Scientific and engineering modeling

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