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  1. Effective complexity as a measure of information content.James W. McAllister - 2003 - Philosophy of Science 70 (2):302-307.
    Murray Gell-Mann has proposed the concept of effective complexity as a measure of information content. The effective complexity of a string of digits is defined as the algorithmic complexity of the regular component of the string. This paper argues that the effective complexity of a given string is not uniquely determined. The effective complexity of a string admitting a physical interpretation, such as an empirical data set, depends on the cognitive and practical interests of investigators. The effective complexity of a (...)
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  • How to Tell When Simpler, More Unified, or Less A d Hoc Theories Will Provide More Accurate Predictions.Malcolm R. Forster & Elliott Sober - 1994 - British Journal for the Philosophy of Science 45 (1):1-35.
    Traditional analyses of the curve fitting problem maintain that the data do not indicate what form the fitted curve should take. Rather, this issue is said to be settled by prior probabilities, by simplicity, or by a background theory. In this paper, we describe a result due to Akaike [1973], which shows how the data can underwrite an inference concerning the curve's form based on an estimate of how predictively accurate it will be. We argue that this approach throws light (...)
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  • Saving the phenomena.James Bogen & James Woodward - 1988 - Philosophical Review 97 (3):303-352.
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  • Models of data.Patrick Suppes - 2009 - In Ernest Nagel, Patrick Suppes & Alfred Tarski (eds.), Provability, Computability and Reflection. Stanford, CA, USA: Elsevier.
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  • The Quark and the Jaguar: Adventures in the Simple and the Complex.Murray Gell-Mann - 1995 - Macmillan.
    This book provides an explanation of the connections between nature at its most basic level and natural selection, archaeology, linguistics, child development, computers and other complex adaptive systems.
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  • The Quark and the Jaguar: Adventures in the Simple and Complex.Murray Gell-Mann, Michio Kaku, Stephen Hawking, Eric J. Lerner & John L. Casti - 1995 - Science and Society 59 (2):206-222.
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