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Showing 541–570 of 1709 reference entries

Mathematics & logicSequential compactness and Euclidean Heine–Borel

In a metric space, K is compact exactly when every sequence in K has a subsequence converging to a point in K.

Mathematical statement
Mathematics & logicUniform continuity on compact domains

Uniform continuity requires one δ>0 for each ε>0 to control d_Y(f(p),f(q))<ε whenever d_X(p,q)<δ, for all p,q.

Mathematical statement
Mathematics & logicFourier mean-square convergence and Parseval

For a complex 2π-periodic Riemann-integrable f, cₙ=(2π)⁻¹∫₋π^πf(x)e⁻ⁱⁿˣdx and s_N=Σ|n|≤N cₙeⁱⁿˣ satisfy ∫|f−s_N|²→0.

Mathematical statement
Mathematics & logicUpper and lower sequence limits

For a real sequence, lim sup xₙ=lim_N sup{k≥N}xₖ and lim inf xₙ=lim_N inf{k≥N}xₖ.

Definition
Mathematics & logicLoops and simple connectedness

A space X is simply connected when it is path connected and every continuous loop based at a∈X deforms to the constant loop while keeping its endpoints at a.

Definition
InformationLogarithmic and polynomial space classes

DSPACE(s(n)) and NSPACE(s(n)) contain decision languages solvable with O(s(n)) workspace by deterministic and nondeterministic Turing machines.

Definition
InformationConstructible resource bounds

A time bound t(n)≥n is time constructible here when a Turing machine on unary input 1ⁿ can write 1ᵗ⁽ⁿ⁾ in O(t(n)) time.

Definition
InformationSavitch deterministic space simulation

For a space-constructible s(n)≥log n, NSPACE(s(n))⊆DSPACE(s(n)²).

Mathematical statement
InformationLogspace reductions and directed reachability

A logspace many-one reduction computes f with x∈A exactly when f(x)∈B, using a read-only input, O(log n) work tape and write-only output.

Mathematical statement
InformationNL complement closure

NL=coNL: complements of nondeterministic logspace decision languages also lie in NL.

Mathematical statement
InformationDeterministic time hierarchy

For time-constructible f,g≥n with f(n)log f(n)=o(g(n)), DTIME(f(n)) is a proper subset of DTIME(g(n)).

Mathematical statement
InformationDeterministic space hierarchy

If S is space constructible, S(n)≥n, and s(n)=o(S(n)), then DSPACE(s(n))⊊DSPACE(S(n)).

Mathematical statement
InformationTime–space inclusions and exponential time

L⊆NL⊆P⊆NP⊆PSPACE=NPSPACE⊆EXP, where EXP=⋃ₖ≥₁DTIME(2ⁿᵏ).

Mathematical statement
InformationCook–Levin satisfiability theorem

Boolean satisfiability SAT is NP-complete under polynomial-time many-one reductions.

Mathematical statement
InformationEquisatisfiable reduction from SAT to 3SAT

Introduce variables for Boolean subformula gates, constrain each gate to agree with its inputs using clauses of at most three literals, and require the output gate true.

Method
InformationQuantified Boolean truth and PSPACE completeness

TQBF asks whether a fully quantified finite Boolean formula is true.

Mathematical statement
InformationComputable self-reference and recursion theorem

For any Turing machine T taking a machine description and ordinary input, a machine R can behave on input x as T does on (⟨R⟩,x).

Mathematical statement
InformationContext-free pumping lemma

For every context-free language L, some p≥1 makes every w∈L with |w|≥p decomposable as w=uvxyz with |vxy|≤p, |vy|≥1 and uvⁱxyⁱz∈L for every integer i≥0.

Mathematical statement
InformationA non-context-free equal-block witness

The language {0ⁿ1ⁿ2ⁿ:n≥0} is not context free.

Mathematical statement
InformationContext-sensitive grammars and linear bounded automata

Context-sensitive productions replace αAβ by αγβ with γ nonempty; equivalently, their nonempty-word languages admit noncontracting productions u→v with |u|≤|v| and a nonterminal in u.

Mathematical statement
Mathematics & logicDiagonalization and eigenspace multiplicities

A real n×n matrix A is diagonalizable over ℝ exactly when it has n linearly independent real eigenvectors.

Mathematical statement
Mathematics & logicCayley–Hamilton matrix identity

For a finite square matrix A over a field, its characteristic polynomial p(t)=det(tI−A)=tⁿ+cₙ₋₁tⁿ⁻¹+⋯+c₀ satisfies p(A)=Aⁿ+cₙ₋₁Aⁿ⁻¹+⋯+c₀I=0.

Mathematical statement
Mathematics & logicNilpotent and Jordan-block exponentials

If Nʳ=0 and A=λI+N, then eᵗᴬ=e^(λt)Σₖ₌₀ʳ⁻¹tᵏNᵏ/k!.

Method
PhysicsHamiltonian and unitary quantum evolution

A closed quantum system evolves by iħ d|ψ⟩/dt=H(t)|ψ⟩.

Model
PhysicsStationary states and spectral superposition

For a time-independent Hamiltonian, an energy eigenstate evolves by a phase exp(−iEt/ħ).

Model
PhysicsInfinite one-dimensional potential well

With zero potential inside 0<x<L and impenetrable walls, normalized eigenfunctions are √(2/L) sin(nπx/L) and energies are n²π²ħ²/(2mL²), n=1,2,… .

Model
PhysicsProbability flux and rectangular-barrier tunnelling

A real one-dimensional potential conserves probability current.

Model
PhysicsQuantum harmonic-oscillator spectrum

For H=p²/(2m)+mω²x²/2 on the real line, normalizable states have E_n=ħω(n+½), n=0,1,… .

Model
Physics · ChemistryOscillator creation and annihilation operators

For the canonical oscillator, a=√(mω/(2ħ))x+ip/√(2mħω) and its adjoint satisfy [a,a†]=1.

Model
PhysicsHeisenberg evolution and conserved observables

The Heisenberg observable A_H=U†A_SU obeys dA_H/dt=(i/ħ)[H_H,A_H]+(∂A_S/∂t)_H.

Model
Mathematical statementSource checked

Deterministic time hierarchy

Information

For time-constructible f,g≥n with f(n)log f(n)=o(g(n)), DTIME(f(n)) is a proper subset of DTIME(g(n)).

Key knowledge

For time-constructible f,g≥n with f(n)log f(n)=o(g(n)), DTIME(f(n)) is a proper subset of DTIME(g(n)). Diagonal simulation with padding gives a language requiring more than the smaller time bound. In particular DTIME(n²)⊊DTIME(n³).

Conditions and scope

  • Use conventional deterministic multitape Turing machines; DTIME(t) means a worst-case O(t(n)) bound.
  • Constructibility and the logarithmic simulation gap are part of this theorem. This separation within deterministic time does not resolve P versus NP.
Sources · 2

References

Sources retain their recorded scope. A source link alone does not establish verification of every statement.

  1. CS6810 (Fall 2023 posting), Lecture 3: Time hierarchyEshan Chattopadhyay / Cornell UniversityCourse notes · PDFcs.cornell.eduRead source
  2. 18.404 (2020), Lecture 21: Hierarchy theoremsMichael Sipser / MITCourse notes · PDFocw.mit.eduRead source

Evidence and review

Theorem 3.4 and padded diagonalization proof, printed page 3; corroborating MIT Lecture 21 slides 10–11 separate o(t/log t) from O(t).

2026-10-10 · Independent AI editorial review: All241 compact claims, hypotheses, displayed equations/conventions and all596 origin semantic links read; entire241-entry author exact-source inspection matrix and declared limitations reviewed. Prior105 actual inherited Mathematics/Information records read for whole-inventory breadth. Targeted independent primary sections are listed below; this does NOT claim every cited source body or every proof was independently re-read. This is AI reference-content review, not human disciplinary certification, exhaustive textbook reproduction or experimental replication. Receipt: mathematics-information-independent-content-review.1.

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Record identity
info-deterministic-time-hierarchy
Revision
university-core.1
Structured reference record
University core expansion