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

Author:

Durán Juan M.ORCID

Abstract

AbstractIn 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.

Funder

SoBigData++

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Philosophy

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