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    Immerman and Vardi's theorem shows FO(LFP) captures P ove... — Carmelics
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    Challenges→First-order logic FO captures only the very weak complexity class AC^0 and cannot express properties in stronger classes such as P without extensions.

    Immerman and Vardi's theorem shows FO(LFP) captures P over ordered structures, demonstrating that FO with least fixed-point extension does reach P without abandoning first-order syntax.

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    Key Terms

    Captures(what the theorem demonstrates)
    In logic, to 'capture' a set of problems means to be able to express or solve exactly those problems and no others.
    FO (First-Order Logic)(the main subject being discussed in the statement)
    A formal system for reasoning that can make statements about individual things and their properties, but cannot directly talk about properties themselves the way higher-level systems can.
    FO(LFP)(Descriptive complexity; extends expressive power of first-order logic)
    The extension of first-order logic with new relation symbols LFP_{ψ(R,x-vec)} for each formula ψ(R,x-vec) in which the relation variable appears only positively, with atomic formulas LFP_{ψ(R,x-vec)}(t-vec) interpreted as holding iff t-vec is in the least fixed point of the monotone operator induced by ψ.
    First-Order Syntax(what the enhancement preserves)
    The grammatical rules and symbols used to write statements in first-order logic, which restrict what kinds of statements you can make.

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    Immerman and Vardi(namesake of the theorem being discussed)
    Two computer scientists who proved an important theorem in the 1980s showing that certain logical systems can describe exactly the same problems as a famous computational complexity class.
    LFP (Least Fixed-Point)(the extension added to first-order logic)
    A mathematical technique that lets you build up a set or property step-by-step by repeatedly applying a rule until nothing new gets added; the 'least' fixed-point is the smallest set that satisfies this process.
    P (polynomial time)(Major complexity class)
    The union over all natural numbers k of TIME(n^k); the class of languages decidable by a deterministic Turing machine in polynomial time.
    ordered structures(descriptive complexity theory)
    Finite structures equipped with a linear ordering on the domain, a restriction required by certain logical characterizations of PTIME

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    Truth & Knowledge1 linkedPhilosophy of Language1 linked

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    First-order logic FO captures only the very weak complexity class AC^0 and canno...

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