为什么图灵的可计算数只有在加法下被非构造性地关闭
1Department of Electrical Engineering and Computer Science, York University, Toronto, ON M3J 1P3, Canada.
Entropy (Basel, Switzerland)
|January 28, 2026
概括
我们证明一个图灵机器可以非构造性计算两个实数的和,尽管数字对数字计算存在挑战. 这凸显了可计算性定义和证明方法之间的差异.
科学领域:
- 理论计算机科学 理论计算机科学
- 计算能力理论 计算能力理论
- 算法信息理论 算法信息理论
背景情况:
- 科尔摩戈罗夫复杂性和图灵机 (TM) 的描述.
- 由TM生成小数扩展定义的可计算的实数.
- 现代的e-近似和图灵的数字逐位计算能力之间的分歧.
研究的目的:
- 根据图灵的原始定义,研究实数加法的可计算性.
- 为了解决图灵可计算实数在加法下的非构造性关闭.
- 探索携带传播在数字金额中的影响.
主要方法:
- 减少停止问题.
- 用一个神器来停止TM查询.
- 分析小数表示中的模糊性 (例如,0.999...对1.000...).
主要成果:
- 图灵机可以非构造性地计算两个实数 (x+y) 的和.
- 总量的运行传播可以通过一个停止问题预言来解决.
- 对乘法同样的问题仍然是开放的.
结论:
- 在 ε-近似和数字对数字计算能力之间存在微妙但显著的区别.
- 非构造性证明对于可计算性理论中的某些计算问题是有效的.
- 该研究加深了对计算能力,数值精度和算法信息的理解.
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