22,827 research outputs found
On Completeness of Cost Metrics and Meta-Search Algorithms in \$-Calculus
In the paper we define three new complexity classes for Turing Machine
undecidable problems inspired by the famous Cook/Levin's NP-complete complexity
class for intractable problems. These are U-complete (Universal complete),
D-complete (Diagonalization complete) and H-complete (Hypercomputation
complete) classes. We started the population process of these new classes. We
justify that some super-Turing models of computation, i.e., models going beyond
Turing machines, are tremendously expressive and they allow to accept arbitrary
languages over a given alphabet including those undecidable ones. We prove also
that one of such super-Turing models of computation -- the \$-Calculus,
designed as a tool for automatic problem solving and automatic programming, has
also such tremendous expressiveness. We investigate also completeness of cost
metrics and meta-search algorithms in \$-calculus
On the possible Computational Power of the Human Mind
The aim of this paper is to address the question: Can an artificial neural
network (ANN) model be used as a possible characterization of the power of the
human mind? We will discuss what might be the relationship between such a model
and its natural counterpart. A possible characterization of the different power
capabilities of the mind is suggested in terms of the information contained (in
its computational complexity) or achievable by it. Such characterization takes
advantage of recent results based on natural neural networks (NNN) and the
computational power of arbitrary artificial neural networks (ANN). The possible
acceptance of neural networks as the model of the human mind's operation makes
the aforementioned quite relevant.Comment: Complexity, Science and Society Conference, 2005, University of
Liverpool, UK. 23 page
Proof of Church's Thesis
We prove that if our calculating capability is that of a universal Turing
machine with a finite tape, then Church's thesis is true. This way we
accomplish Post (1936) program.Comment: 6 page
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