What Does Emergence in Computer Simulations? Simulation between Epistemological and Ontological Emergence
نویسنده
چکیده
Emergence is generally considered a fundamental property of complex systems. Being a central but notoriously ill defined notion, concepts of emergence fundamentally oscillate between epistemological and ontological interpretations. The paper relates these philosophical perspectives of emergence to the interpretation of emergence in computer simulation. It concludes that most arguments point to the fact that computer simulation deals with epistemological emergence only. However, there is no conclusive argument that computer simulation in principle is unable to model ontological emergence. Finally, the paper argues for mathematics being a restricted description what concerns all possible emergent levels not yet realized.
منابع مشابه
Emergence and Communication
Computational sociology models social phenomena using the concepts of emergence and downward causation. But the theoretical status of these concepts is ambiguous; they suppose too much ontology and are invoked by two opposed sociological stands, namely, individualistic and holistic interpretations of social phenomena. In this paper, we propose a theoretical alternative that not only might clari...
متن کاملA Process Interpretation of agent-based simulation and its epistemological implications
This presentation introduces a formal theory for relating multi-level processes in agent-based simulations and discusses the epistemological implications that follow from this theory. The formalism has two important properties. Firstly, processes at any representable level of abstraction and scale can be formally characterised. Secondly, processes are defined by their source (agents executing r...
متن کاملTranslating cities: the use of digital technologies in urban environments
Computer models and information systems have been used for urban planning and design since the 1950s. Their capacity for analysis and problem-solving has increased substantially since then with hardware and software being able to manage large amounts of data. The beginning of the 2000s brought better technologies for data visualisation and intuitive software products and nowadays they are being...
متن کاملOn the Epistemological, Ontological, Teleological and Methodological Currents in Modeling and Simulation: An Overview
Modeling and Simulation (M&S) has been used to solve problems, make decisions, and understand complex phenomena. Scholars have tried to understand and formulate the epistemic value of gained insights through models and simulations. Questions such as how insights are considered knowledge, what the tradeoff between perspectives and objectivity is, what kind of purpose models and simulations fulfi...
متن کاملEmergence and Communication in Computational Sociology
Computational sociology models social phenomena using the concepts of emergence and downward causation. However, the theoretical status of these concepts is ambiguous; they suppose too much ontology and are invoked by two opposed sociological interpretations of social reality: the individualistic and the holistic. This paper aims to clarify those concepts and argue in favour of their heuristic ...
متن کامل