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This essay explores the limits of Turing machines concerning the modeling of minds and suggests alternatives to go beyond those limits.

人工智能 · 计算机科学 2011-10-14 Carlos Gershenson

This essay aims to propose construction theory, a new domain of theoretical research on machine construction, and use it to shed light on a fundamental relationship between living and computational systems. Specifically, we argue that…

适应与自组织系统 · 物理学 2009-09-29 Hiroki Sayama

The diagonal method is often used to show that Turing machines cannot solve their own halting problem. There have been several recent attempts to show that this method also exposes either contradiction or arbitrariness in other theoretical…

逻辑 · 数学 2007-05-23 Toby Ord , Tien D. Kieu

This paper provides a new and more direct proof of the assertion that a Turing computable function of the natural numbers is primitive recursive if and only if the time complexity of the corresponding Turing machine is bounded by a…

形式语言与自动机理论 · 计算机科学 2025-10-22 Daniel G. Schwartz

A theory of one-tape (one-head) linear-time Turing machines is essentially different from its polynomial-time counterpart since these machines are closely related to finite state automata. This paper discusses structural-complexity issues…

计算复杂性 · 计算机科学 2010-07-20 Kohtaro Tadaki , Tomoyuki Yamakami , Jack C. H. Lin

A remarkable new definition of a self-delimiting universal Turing machine is presented that is easy to program and runs very quickly. This provides a new foundation for algorithmic information theory. This new universal Turing machine is…

chao-dyn · 物理学 2008-02-03 G. J. Chaitin

In 1985, David Deutsch challenged the Church-Turing thesis by stating that his quantum model of computation "could, in principle, be built and would have many remarkable properties not reproducible by any Turing machine". While this is…

量子物理 · 物理学 2015-09-11 Niklas Johansson , Jan-Åke Larsson

The ever increasing demand for computational power combined with the predicted plateau for the miniaturization of existing silicon-based technologies has made the search for low power alternatives an industrial and scientifically engaging…

介观与纳米尺度物理 · 物理学 2024-03-21 Victor H. González , Artem Litvinenko , Akash Kumar , Roman Khymyn , Johan Åkerman

We introduce a model of infinitary computation which enhances the infinite time Turing machine model slightly but in a natural way by giving the machines the capability of detecting cardinal stages of computation. The computational strength…

逻辑 · 数学 2013-10-22 Miha E. Habič

Recently, among experiments for realization of quantum computers, NMR quantum computers have achieved the most impressive succession. There is a model of the NMR quantum computation,namely Atsumi and Nishino's bulk quantum Turing Machine.…

计算复杂性 · 计算机科学 2007-05-23 Tetsushi Matsui

It is well known that the kind of P systems involved in the definition of the P conjecture is able to solve problems in the complexity class $\mathbf{P}$ by leveraging the uniformity condition. Here we show that these systems are indeed…

计算复杂性 · 计算机科学 2020-08-05 Alberto Leporati , Luca Manzoni , Giancarlo Mauri , Antonio E. Porreca , Claudio Zandron

Using nonstandard analysis, we will extend the classical Turing machines into the internal Turing machines. The internal Turing machines have the capability to work with infinite ($*$-finite) number of bits while keeping the finite…

数学物理 · 物理学 2007-05-23 Ken Loo

We consider Dense-Timed Petri Nets (TPN), an extension of Petri nets in which each token is equipped with a real-valued clock and where the semantics is lazy (i.e., enabled transitions need not fire; time can pass and disable transitions).…

计算机科学中的逻辑 · 计算机科学 2017-01-11 Parosh Abdulla , Pritha Mahata , Richard Mayr

The article gives a survey of mathematical proofs that rely on computer calculations and formal proofs.

历史与综述 · 数学 2013-02-13 Thomas Hales

Timed pushdown automata are pushdown automata extended with a finite set of real-valued clocks. Additionaly, each symbol in the stack is equipped with a value representing its age. The enabledness of a transition may depend on the values of…

形式语言与自动机理论 · 计算机科学 2014-02-28 Parosh Aziz Abdulla , Mohamed Faouzi Atig , Jari Stenman

Expanding upon the widely recognized notion of mathematical universality in Turing machines, a concept of thermodynamic universality in Turing machines is introduced. Under the physical Church-Turing thesis, the existence of a…

计算复杂性 · 计算机科学 2023-08-07 Jihai Zhu

Generative AI techniques have opened the path for new generations of machines in diverse domains. These machines have various capabilities for example, they can produce images, generate answers or stories, and write codes based on the…

人工智能 · 计算机科学 2023-07-18 Nitisha Aggarwal , Geetika Jain Saxena , Sanjeev Singh , Amit Pundir

Infinite time Turing machines are extended in several ways to allow for iterated oracle calls. The expressive power of these machines is discussed and in some cases determined.

逻辑 · 数学 2015-10-05 Robert Lubarsky

A universal Turing machine is a powerful concept - a single device can compute any function that is computable. A universal spin model, similarly, is a class of physical systems whose low energy behavior simulates that of any spin system.…

计算复杂性 · 计算机科学 2024-06-25 Tomáš Gonda , Gemma De les Coves

If we define classical foundational concepts constructively, and introduce non-algorithmic effective methods into classical mathematics, then we can bridge the chasm between truth and provability, and define computational methods that are…

综合数学 · 数学 2007-05-23 Bhupinder Singh Anand