The British Journal for the Philosophy of Science Advance Access originally published online on January 19, 2009
The British Journal for the Philosophy of Science 2009 60(1):195-220; doi:10.1093/bjps/axn053
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What Are the New Implications of Chaos for Unpredictability?
Faculty of Philosophy, University of Cambridge Sidgwick Avenue, Cambridge, CB3 9DA, UK
csw39{at}cam.ac.uk
| Abstract |
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From the beginning of chaos research until today, the unpredictability of chaos has been a central theme. It is widely believed and claimed by philosophers, mathematicians and physicists alike that chaos has a new implication for unpredictability, meaning that chaotic systems are unpredictable in a way that other deterministic systems are not. Hence, one might expect that the question What are the new implications of chaos for unpredictability? has already been answered in a satisfactory way. However, this is not the case. I will critically evaluate the existing answers and argue that they do not fit the bill. Then I will approach this question by showing that chaos can be defined via mixing, which has never before been explicitly argued for. Based on this insight, I will propose that the sought-after new implication of chaos for unpredictability is the following: for predicting any event, all sufficiently past events are approximately probabilistically irrelevant.
- Introduction
- Dynamical Systems and Unpredictability
- 2.1 Dynamical systems
- 2.2 Natural invariant measures
- 2.3 Unpredictability
- 2.2 Natural invariant measures
- 2.1 Dynamical systems
- Chaos
- 3.1 Defining chaos
- 3.2 Defining chaos via mixing
- 3.2 Defining chaos via mixing
- 3.1 Defining chaos
- Criticism of Answers in the Literature
- 4.1 Asymptotic unpredictability?
- 4.2 Unpredictability due to rapid or exponential divergence?
- 4.3 Macro-predictability and Micro-unpredictability?
- 4.2 Unpredictability due to rapid or exponential divergence?
- 4.1 Asymptotic unpredictability?
- A General New Implication of Chaos for Unpredictability
- 5.1 Approximate probabilistic irrelevance
- 5.2 Sufficiently past events are approximately probabilistically irrelevant for predictions
- 5.2 Sufficiently past events are approximately probabilistically irrelevant for predictions
- 5.1 Approximate probabilistic irrelevance
- Conclusion
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