Generalized Kolmogorov Complexity Hierarchy and Nonenumerable Universal Measures Computable in the Limit (Algorithmic TOEs, quant-ph/0011122, 2000; IJFCS vol 13(4):587-612, 2002)

9/16/2002


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Table of Contents

Generalized Kolmogorov Complexity Hierarchy and Nonenumerable Universal Measures Computable in the Limit (Algorithmic TOEs, quant-ph/0011122, 2000; IJFCS vol 13(4):587-612, 2002)

Turing Machines

Example: limits of virtual realities and programmable universes?

Enumerable Output Machines (EOMs)

Formal Describability

Kolmogorov Complexity

Our Generalized Kolmogorov Complexities

Our Super Omegas: Limit-computable, yet still more random than ?, the halting probability of a TM

Relation to conditional K

Probabilities

Interesting theorems

Consequences for Inductive Inference

Coding theorems: PE vs KE

Approximable Measure ? vs KmG

Coding theorems: Slightly tighter elegant bounds?

Summary

Author: J. Schmidhuber

Email: juergen@idsia.ch

Home Page: http://www.idsia.ch/~juergen