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Upper and Lower Bounds on Continuous-Time Computation

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  • Manuel Campagnolo
  • Cristopher Moore

Abstract

We consider various extensions and modifications of Shannon's General Purpose Analog Computer, which is a model of computation by differential equations in continuous time. We show that several classical computation classes have natural analog counterparts, including the primitive recursive functions, the elementary functions, the levels of the Grzegorczyk hierarchy, and the arithmetical and analytical hierarchies.

Suggested Citation

  • Manuel Campagnolo & Cristopher Moore, 2000. "Upper and Lower Bounds on Continuous-Time Computation," Working Papers 00-06-030, Santa Fe Institute.
  • Handle: RePEc:wop:safiwp:00-06-030
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    References listed on IDEAS

    as
    1. Manuel Lameiras Campagnolo & Cristopher Moore & José Félix Costa, 2000. "An Analog Characterization of the Subrecursive Functions," Working Papers 00-01-005, Santa Fe Institute.
    2. Vergis, Anastasios & Steiglitz, Kenneth & Dickinson, Bradley, 1986. "The complexity of analog computation," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 28(2), pages 91-113.
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    1. Manuel Lameiras Campagnolo & Cristopher Moore & José Félix Costa, 1999. "Iteration, Inequalities, and Differentiability in Analog Computers," Working Papers 99-07-043, Santa Fe Institute.

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