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We provide an implicit characterization of polynomial time computation in terms of ordinary differential equations: we characterize the class $\operatorname{PTIME}$ of languages computable in polynomial time in terms of differential…

计算复杂性 · 计算机科学 2017-01-18 Olivier Bournez , Daniel S. Graça , Amaury Pouly

In 1941, Claude Shannon introduced the General Purpose Analog Computer(GPAC) as a mathematical model of Differential Analysers, that is to say as a model of continuous-time analog (mechanical, and later one electronic) machines of that…

计算复杂性 · 计算机科学 2017-01-18 Olivier Bournez , Daniel Graça , Amaury Pouly

Models of computations over the integers are equivalent from a computability and complexity theory point of view by the Church-Turing thesis. It is not possible to unify discrete-time models over the reals. The situation is unclear but…

计算复杂性 · 计算机科学 2024-03-06 Manon Blanc , Olivier Bournez

The Church-Turing thesis states that any sufficiently powerful computational model which captures the notion of algorithm is computationally equivalent to the Turing machine. This equivalence usually holds both at a computability level and…

计算复杂性 · 计算机科学 2017-01-18 Amaury Pouly , Olivier Bournez , Daniel S. Graça

This paper introduces a more restrictive notion of feasibility of functionals on Baire space than the established one from second-order complexity theory. Thereby making it possible to consider functions on the natural numbers as running…

计算复杂性 · 计算机科学 2017-06-02 Akitoshi Kawamura , Florian Steinberg

Many unconventional computing models, including some that appear to be quite different from traditional ones such as Turing machines, happen to characterise either the complexity class P or PSPACE when working in deterministic polynomial…

计算复杂性 · 计算机科学 2024-05-28 Antonio E. Porreca

We prove that functions over the reals computable in polynomial time can be characterised using discrete ordinary differential equations (ODE), also known as finite differences. We also provide a characterisation of functions computable in…

计算复杂性 · 计算机科学 2024-02-15 Manon Blanc , Olivier Bournez

Recursive analysis was introduced by A. Turing [1936], A. Grzegorczyk [1955], and D. Lacombe [1955]. It is based on a discrete mechanical framework that can be used to model computation over the real numbers. In this context the…

计算复杂性 · 计算机科学 2009-11-13 Walid Gomaa

Turing machines define polynomial time (PTime) on strings but cannot deal with structures like graphs directly, and there is no known, easily computable string encoding of isomorphism classes of structures. Is there a computation model…

逻辑 · 数学 2008-02-03 Andreas Blass , Yuri Gurevich , Saharon Shelah

The present article introduces ptarithmetic (short for "polynomial time arithmetic") -- a formal number theory similar to the well known Peano arithmetic, but based on the recently born computability logic (see…

计算机科学中的逻辑 · 计算机科学 2013-12-16 Giorgi Japaridze

This paper presents a new semantic method for proving lower bounds in computational complexity. We use it to prove that maxflow, a PTIME complete problem, is not computable in polylogarithmic time on parallel random access machines (PRAMs)…

计算复杂性 · 计算机科学 2021-02-05 Luc Pellissier , Thomas Seiller

Due to the limitation on computational power of existing computers, the polynomial time does not works for identifying the tractable problems in big data computing. This paper adopts the sublinear time as the new tractable standard to…

计算复杂性 · 计算机科学 2019-12-06 Xiangyu Gao , Jianzhong Li , Dongjing Miao , Xianmin Liu

We give a characterization of deterministic polynomial time computation based on an algebraic structure called the resolution semiring, whose elements can be understood as logic programs or sets of rewriting rules over first-order terms.…

计算机科学中的逻辑 · 计算机科学 2015-02-05 Clément Aubert , Marc Bagnol , Thomas Seiller

This paper provides an alternate characterization of type-two polynomial-time computability, with the goal of making second-order complexity theory more approachable. We rely on the usual oracle machines to model programs with subroutine…

计算复杂性 · 计算机科学 2020-10-30 Bruce M. Kapron , Florian Steinberg

I study the class of problems efficiently solvable by a quantum computer, given the ability to "postselect" on the outcomes of measurements. I prove that this class coincides with a classical complexity class called PP, or Probabilistic…

量子物理 · 物理学 2007-05-23 Scott Aaronson

This paper studies the expressive and computational power of discrete Ordinary Differential Equations (ODEs), a.k.a. (Ordinary) Difference Equations. It presents a new framework using these equations as a central tool for computation and…

计算机科学中的逻辑 · 计算机科学 2022-09-27 Olivier Bournez , Arnaud Durand

Toda proved in 1989 that the (discrete) polynomial time hierarchy, $\mathbf{PH}$, is contained in the class $\mathbf{P}^{#\mathbf{P}}$, namely the class of languages that can be decided by a Turing machine in polynomial time given access to…

计算复杂性 · 计算机科学 2011-02-02 Saugata Basu , Thierry Zell

While closed timelike curves (CTCs) are not known to exist, studying their consequences has led to nontrivial insights in general relativity, quantum information, and other areas. In this paper we show that if CTCs existed, then quantum…

量子物理 · 物理学 2009-11-13 Scott Aaronson , John Watrous

"Clarithmetic" is a generic name for formal number theories similar to Peano arithmetic, but based on computability logic (see http://www.cis.upenn.edu/~giorgi/cl.html) instead of the more traditional classical or intuitionistic logics.…

计算机科学中的逻辑 · 计算机科学 2011-08-24 Giorgi Japaridze

In this paper we give a framework for describing how abstract systems can be used to compute if no randomness or error is involved. Using this we describe a class of classical "physical" computation systems whose computational capabilities…

计算复杂性 · 计算机科学 2016-06-23 Richard Whyman
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