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    Demonstrating that two computational models compute the s... — Carmelics
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    Supports→Reasonable models of computation can simulate each other within a polynomially bounded overhead in time and a constant-factor overhead in space (Invariance Thesis).

    Demonstrating that two computational models compute the same class of functions requires constructing a simulation where each basic step of one model is simulated by one or more steps of the other.

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    Key Terms

    Basic step(as used in computational theory)
    A single, simple operation or action that a computational model can perform, like reading one piece of data or making one calculation.
    Computational model(as used in computer science and logic)
    A theoretical set of rules describing how a computer solves problems—basically the 'machine' we're imagining when we think about difficulty.
    Equivalence (computational)

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    Related propositions within the same area of thought.
    (as used in computer science)
    When two different systems can do exactly the same jobs, even if they work in different ways—showing they're equally powerful.
    Functions (in mathematics/computation)(as used in computational theory)
    Rules that take inputs and produce specific outputs; think of it like a machine where you put something in and always get the same thing out for the same input.
    Simulation(as used in computational theory)
    A computer model or calculation that mimics how a real system works, used to predict outcomes or test ideas without running the actual system.

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    Related

    Efficient simulations between models such as RAM machines and Turing machines ha...From the definition of a simulation between models, time and space overhead func...Reasonable models of computation can simulate each other within a polynomially b...

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    Many other independently motivated models of computation have subseque...83%Reasonable models of computation can simulate each other within a poly...80%From the definition of a simulation between models, time and space ove...80%If one reasonable model solves a problem in polynomial time, the simul...80%

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    SEP: computational-complexity
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    In particular, a RAM machine \(A\) consists of a finite sequence of instructions (or program) \(\langle \pi_1,\ldots,\pi_n \rangle\) expressing how numerical operations (typically addition and subtraction) are to be applied to a sequence of registers \(r_1,r_2, \dots\) in which values may be stored and retrieved directly by their index. Showing that one of these models \(\mathfrak{M}_1\) determines the same class of functions as some reference model \(\mathfrak{M}_2\) (such as \(\mathfrak{T}\))

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