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On the role of simplicity in science
Simplicity Measurability Information Chaotic dynamics Empirical content Incommensurability Theory selection
2016/5/30
Simple assumptions represent a decisive reason to prefer one theory to another in everyday scientific praxis. But this praxis has little philosophical justification, since there exist many notions of ...
Non-Empirical Requirements Scientific Theories Must Satisfy: Simplicity, Unification, Explanation, Beauty
Simplicity Unification Eplanation ymmetry
2008/4/22
A scientific theory, in order to be accepted as a part of theoretical scientific knowledge, must satisfy both empirical and non-empirical requirements, the latter having to do with simplicity, unity, ...
SIMPLICITY
SIMPLICITY
2008/4/21
There are two problems of simplicity. What does it mean to
characterize a scientific theory as simple, unified or
explanatory in view of the fact that a simple theory can always
be made complex (a...
Explaining the connection, if any, between simplicity and truth is among the deepest problems facing the philosophy of science, statistics, and machine learning. Say that an efficient truth-finding me...
"Bayes Not Bust! Why Simplicity is no problem for Bayesians"
Minimum Message Length MML Bayesianism simplicity
2008/4/9
The advent of formal definitions of the simplicity of a theory has important implications for model selection. But what is the best way to define simplicity? Forster and Sober ([1994]) advocate the us...