A new conceptual framework for analog computation

被引:6
|
作者
Mycka, Jerzy
Costa, Jose Felix [1 ]
机构
[1] Univ Tecn Lisboa, IST, Dept Math, P-1100 Lisbon, Portugal
[2] Marie Curie Sklodowska Univ, Inst Math, Lublin, Poland
关键词
recursive function theory over the reals; analog computation; dynamical systems; dynamical systems capable of universal computation;
D O I
10.1016/j.tcs.2007.01.005
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper we show how to explore the classical theory of computability using the tools of Analysis: A differential scheme is substituted for the classical recurrence scheme and a limit operator is substituted for the ch ssical minimization. We show that most relevant problems of computability over the non-negative integers can be dealt with over the reals: elementary functions are computable, Turing machines can be simulated, the hierarchy of non-computable functions can be represented (the classical halting problem being solvable at some level). The most typical concepts in Analysis become natural in this framework. The most relevant question is posed: Can we solve open problems of classical computability and computational complexity using, as Popper says, the toolbox of Analysis? (C) 2007 Elsevier B. V. All rights reserved.
引用
收藏
页码:277 / 290
页数:14
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