<p>For the one-dimensional Facilitated Exclusion Process with initial state a product measure of density <InlineEquation ID="IEq1"> <EquationSource Format="TEX">\(\rho =1/2-\delta \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>ρ</mi> <mo>=</mo> <mn>1</mn> <mo stretchy="false">/</mo> <mn>2</mn> <mo>-</mo> <mi>δ</mi> </mrow> </math></EquationSource> </InlineEquation>, <InlineEquation ID="IEq2"> <EquationSource Format="TEX">\(\delta \ge 0\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>δ</mi> <mo>≥</mo> <mn>0</mn> </mrow> </math></EquationSource> </InlineEquation>, there exists an infinite-time limiting state <InlineEquation ID="IEq3"> <EquationSource Format="TEX">\(\nu _\rho \)</EquationSource> <EquationSource Format="MATHML"><math> <msub> <mi>ν</mi> <mi>ρ</mi> </msub> </math></EquationSource> </InlineEquation> in which all particles are isolated and hence cannot move. We study the variance <i>V</i>(<i>L</i>), under <InlineEquation ID="IEq4"> <EquationSource Format="TEX">\(\nu _\rho \)</EquationSource> <EquationSource Format="MATHML"><math> <msub> <mi>ν</mi> <mi>ρ</mi> </msub> </math></EquationSource> </InlineEquation>, of the number of particles in an interval of <i>L</i> sites. Under <InlineEquation ID="IEq5"> <EquationSource Format="TEX">\(\nu _{1/2}\)</EquationSource> <EquationSource Format="MATHML"><math> <msub> <mi>ν</mi> <mrow> <mn>1</mn> <mo stretchy="false">/</mo> <mn>2</mn> </mrow> </msub> </math></EquationSource> </InlineEquation> either all odd or all even sites are occupied, so that <InlineEquation ID="IEq6"> <EquationSource Format="TEX">\(V(L)=0\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>V</mi> <mo stretchy="false">(</mo> <mi>L</mi> <mo stretchy="false">)</mo> <mo>=</mo> <mn>0</mn> </mrow> </math></EquationSource> </InlineEquation> for <i>L</i> even and <InlineEquation ID="IEq7"> <EquationSource Format="TEX">\(V(L)=1/4\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>V</mi> <mo stretchy="false">(</mo> <mi>L</mi> <mo stretchy="false">)</mo> <mo>=</mo> <mn>1</mn> <mo stretchy="false">/</mo> <mn>4</mn> </mrow> </math></EquationSource> </InlineEquation> for <i>L</i> odd: the state is <i>hyperuniform</i> (Torquato in Phys Rep 745:1–95, 2018), since <i>V</i>(<i>L</i>) grows more slowly than <i>L</i>. We prove that for densities approaching 1/2 from below there exist three regimes in <i>L</i>, in which the variance grows at different rates: for <InlineEquation ID="IEq8"> <EquationSource Format="TEX">\(L\gg \delta ^{-2}\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>L</mi> <mo>≫</mo> <msup> <mi>δ</mi> <mrow> <mo>-</mo> <mn>2</mn> </mrow> </msup> </mrow> </math></EquationSource> </InlineEquation>, <InlineEquation ID="IEq9"> <EquationSource Format="TEX">\(V(L)\simeq \rho (1-\rho )L\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>V</mi> <mo stretchy="false">(</mo> <mi>L</mi> <mo stretchy="false">)</mo> <mo>≃</mo> <mi>ρ</mi> <mo stretchy="false">(</mo> <mn>1</mn> <mo>-</mo> <mi>ρ</mi> <mo stretchy="false">)</mo> <mi>L</mi> </mrow> </math></EquationSource> </InlineEquation>, just as in the initial state; for <InlineEquation ID="IEq10"> <EquationSource Format="TEX">\(A(\delta )\ll L\ll \delta ^{-2}\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>A</mi> <mrow> <mo stretchy="false">(</mo> <mi>δ</mi> <mo stretchy="false">)</mo> </mrow> <mo>≪</mo> <mi>L</mi> <mo>≪</mo> <msup> <mi>δ</mi> <mrow> <mo>-</mo> <mn>2</mn> </mrow> </msup> </mrow> </math></EquationSource> </InlineEquation>, with <InlineEquation ID="IEq11"> <EquationSource Format="TEX">\(A(\delta )=\delta ^{-2/3}\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>A</mi> <mrow> <mo stretchy="false">(</mo> <mi>δ</mi> <mo stretchy="false">)</mo> </mrow> <mo>=</mo> <msup> <mi>δ</mi> <mrow> <mo>-</mo> <mn>2</mn> <mo stretchy="false">/</mo> <mn>3</mn> </mrow> </msup> </mrow> </math></EquationSource> </InlineEquation> for <i>L</i> odd and <InlineEquation ID="IEq12"> <EquationSource Format="TEX">\(A(\delta )=1\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>A</mi> <mo stretchy="false">(</mo> <mi>δ</mi> <mo stretchy="false">)</mo> <mo>=</mo> <mn>1</mn> </mrow> </math></EquationSource> </InlineEquation> for <i>L</i> even, <InlineEquation ID="IEq13"> <EquationSource Format="TEX">\(V(L)\simeq CL^{3/2}\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>V</mi> <mrow> <mo stretchy="false">(</mo> <mi>L</mi> <mo stretchy="false">)</mo> </mrow> <mo>≃</mo> <mi>C</mi> <msup> <mi>L</mi> <mrow> <mn>3</mn> <mo stretchy="false">/</mo> <mn>2</mn> </mrow> </msup> </mrow> </math></EquationSource> </InlineEquation> with <InlineEquation ID="IEq14"> <EquationSource Format="TEX">\(C=2\sqrt{2/\pi }/3\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>C</mi> <mo>=</mo> <mn>2</mn> <msqrt> <mrow> <mn>2</mn> <mo stretchy="false">/</mo> <mi>π</mi> </mrow> </msqrt> <mo stretchy="false">/</mo> <mn>3</mn> </mrow> </math></EquationSource> </InlineEquation>; and for <InlineEquation ID="IEq15"> <EquationSource Format="TEX">\(L\ll \delta ^{-2/3}\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>L</mi> <mo>≪</mo> <msup> <mi>δ</mi> <mrow> <mo>-</mo> <mn>2</mn> <mo stretchy="false">/</mo> <mn>3</mn> </mrow> </msup> </mrow> </math></EquationSource> </InlineEquation> with <i>L</i> odd, <InlineEquation ID="IEq16"> <EquationSource Format="TEX">\(V(L)\simeq 1/4\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>V</mi> <mo stretchy="false">(</mo> <mi>L</mi> <mo stretchy="false">)</mo> <mo>≃</mo> <mn>1</mn> <mo stretchy="false">/</mo> <mn>4</mn> </mrow> </math></EquationSource> </InlineEquation>. The analysis is based on a careful study of a renewal process with a long tail. Our study is motivated by simulation results showing similar behavior in higher dimensions; we discuss this background briefly.</p>

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Approach to Hyperuniformity in the One-Dimensional Facilitated Exclusion Process

  • S. Goldstein,
  • J. L. Lebowitz,
  • E. R. Speer

摘要

For the one-dimensional Facilitated Exclusion Process with initial state a product measure of density \(\rho =1/2-\delta \) ρ = 1 / 2 - δ , \(\delta \ge 0\) δ 0 , there exists an infinite-time limiting state \(\nu _\rho \) ν ρ in which all particles are isolated and hence cannot move. We study the variance V(L), under \(\nu _\rho \) ν ρ , of the number of particles in an interval of L sites. Under \(\nu _{1/2}\) ν 1 / 2 either all odd or all even sites are occupied, so that \(V(L)=0\) V ( L ) = 0 for L even and \(V(L)=1/4\) V ( L ) = 1 / 4 for L odd: the state is hyperuniform (Torquato in Phys Rep 745:1–95, 2018), since V(L) grows more slowly than L. We prove that for densities approaching 1/2 from below there exist three regimes in L, in which the variance grows at different rates: for \(L\gg \delta ^{-2}\) L δ - 2 , \(V(L)\simeq \rho (1-\rho )L\) V ( L ) ρ ( 1 - ρ ) L , just as in the initial state; for \(A(\delta )\ll L\ll \delta ^{-2}\) A ( δ ) L δ - 2 , with \(A(\delta )=\delta ^{-2/3}\) A ( δ ) = δ - 2 / 3 for L odd and \(A(\delta )=1\) A ( δ ) = 1 for L even, \(V(L)\simeq CL^{3/2}\) V ( L ) C L 3 / 2 with \(C=2\sqrt{2/\pi }/3\) C = 2 2 / π / 3 ; and for \(L\ll \delta ^{-2/3}\) L δ - 2 / 3 with L odd, \(V(L)\simeq 1/4\) V ( L ) 1 / 4 . The analysis is based on a careful study of a renewal process with a long tail. Our study is motivated by simulation results showing similar behavior in higher dimensions; we discuss this background briefly.