In 2000, he expanded this work by combining Ray Solomonoff's theory of inductive inference with the assumption that quickly computable universes are more likely than others.
22.
In order to do this, a code is fixed to compress the data, most generally with a ( Turing-complete ) computer idealized theory of inductive inference.
23.
They have also noted that it requires an appeal to inductive inference, as none have observed every part of nature nor examined every possible miracle claim, for instance those in the future.
24.
Around 1960, Ray Solomonoff founded the theory of universal inductive inference, the theory of prediction based on observations; for example, predicting the next symbol based upon a given series of symbols.
25.
Solomonoff used this algorithm, and the code lengths it allows, to define a " universal probability " of a string on which inductive inference of the subsequent digits of the string can be based.
26.
It is a type of cognitive bias and represents an error of inductive inference, or is a form of selection bias toward confirmation of the hypothesis under study, or disconfirmation of an alternative hypothesis.
27.
The section sets out to prove Time exists, acknowledges the difficulty in proving Time exists by Pramana ( epistemology in Indian philosophy ), then inserts a theory of inductive inference for epistemological proof as follows,
28.
Concretely, the method followed in " Artificial Economics " to analyse formal models most often comprises two stages : 1 ) deductive generation of samples, and 2 ) inductive inference of general patterns.
29.
Algorithmic IQ, or AIQ for short, is an attempt to convert the theoretical Universal Intelligence Measure from Legg and Hutter ( based on Solomonoff's inductive inference ) into a working practical test of machine intelligence.
30.
Rosenberg also coauthored an influential book on David Hume with Tom Beauchamp, " Hume and the Problem of Causation ", arguing that Hume was not a skeptic about induction but an opponent of rationalist theories of inductive inference.
