Title
Unpredictability and Computational Irreducibility
Abstract
We explore several concepts for analyzing the intuitive notion of computational irreducibility and we propose a robust formal definition, first in the field of cellular automata and then in the general field of any computable function f from N to N. We prove that, through a robust definition of what means "to be unable to compute the nth step without having to follow the same path than simulating the automaton or the function", this implies genuinely, as intuitively expected, that if the behavior of an object is computationally irreducible, no computation of its nth state can be faster than the simulation itself.
Year
DOI
Venue
2011
10.1007/978-3-642-35482-3_19
arXiv: Computational Complexity
Keywords
Field
DocType
complexity,computation,cellular automata
Cellular automaton,Discrete mathematics,Combinatorics,Computer science,Irreducibility,Computational irreducibility,Automaton,Formal description,Logical depth,Computable function,Computation
Journal
Volume
Citations 
PageRank 
abs/1111.4121
1
0.41
References 
Authors
7
2
Name
Order
Citations
PageRank
Hervé Zwirn161.20
Jean-Paul Delahaye232554.60