{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,20]],"date-time":"2026-03-20T09:39:02Z","timestamp":1773999542708,"version":"3.50.1"},"reference-count":36,"publisher":"Walter de Gruyter GmbH","issue":"1","license":[{"start":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T00:00:00Z","timestamp":1752624000000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,3,26]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:p>\n                    Let\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_001\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:msub>\n                            <m:mrow>\n                              <m:mrow>\n                                <m:mo stretchy=\"false\">{<\/m:mo>\n                                <m:mrow>\n                                  <m:msub>\n                                    <m:mrow>\n                                      <m:mi mathvariant=\"normal\">\u039b<\/m:mi>\n                                    <\/m:mrow>\n                                    <m:mrow>\n                                      <m:mi>n<\/m:mi>\n                                    <\/m:mrow>\n                                  <\/m:msub>\n                                  <m:mo>=<\/m:mo>\n                                  <m:mrow>\n                                    <m:mo stretchy=\"false\">{<\/m:mo>\n                                    <m:mrow>\n                                      <m:msub>\n                                        <m:mrow>\n                                          <m:mi>\u03bb<\/m:mi>\n                                        <\/m:mrow>\n                                        <m:mrow>\n                                          <m:mn>1<\/m:mn>\n                                          <m:mo>,<\/m:mo>\n                                          <m:mi>n<\/m:mi>\n                                        <\/m:mrow>\n                                      <\/m:msub>\n                                      <m:mo>,<\/m:mo>\n                                      <m:mo>\u2026<\/m:mo>\n                                      <m:mo>,<\/m:mo>\n                                      <m:msub>\n                                        <m:mrow>\n                                          <m:mi>\u03bb<\/m:mi>\n                                        <\/m:mrow>\n                                        <m:mrow>\n                                          <m:msub>\n                                            <m:mrow>\n                                              <m:mi>d<\/m:mi>\n                                            <\/m:mrow>\n                                            <m:mrow>\n                                              <m:mi>n<\/m:mi>\n                                            <\/m:mrow>\n                                          <\/m:msub>\n                                          <m:mo>,<\/m:mo>\n                                          <m:mi>n<\/m:mi>\n                                        <\/m:mrow>\n                                      <\/m:msub>\n                                    <\/m:mrow>\n                                    <m:mo stretchy=\"false\">}<\/m:mo>\n                                  <\/m:mrow>\n                                <\/m:mrow>\n                                <m:mo stretchy=\"false\">}<\/m:mo>\n                              <\/m:mrow>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>n<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                        <\/m:math>\n                        <jats:tex-math>${\\left\\{{{\\Lambda}}_{n}=\\left\\{{\\lambda }_{1,n},\\dots ,{\\lambda }_{{d}_{n},n}\\right\\}\\right\\}}_{n}$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_001.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    be a sequence of finite multisets of real numbers such that\n                    <jats:italic>d<\/jats:italic>\n                    <jats:sub>\n                      <jats:italic>n<\/jats:italic>\n                    <\/jats:sub>\n                    \u2192 \u221e as\n                    <jats:italic>n<\/jats:italic>\n                    \u2192 \u221e, and let\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_002\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:mi>f<\/m:mi>\n                          <m:mo>:<\/m:mo>\n                          <m:mi mathvariant=\"normal\">\u03a9<\/m:mi>\n                          <m:mo>\u2282<\/m:mo>\n                          <m:msup>\n                            <m:mrow>\n                              <m:mi mathvariant=\"double-struck\">R<\/m:mi>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>d<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msup>\n                          <m:mo>\u2192<\/m:mo>\n                          <m:mi mathvariant=\"double-struck\">R<\/m:mi>\n                        <\/m:math>\n                        <jats:tex-math>$f:{\\Omega}\\subset {\\mathbb{R}}^{d}\\to \\mathbb{R}$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_002.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    be a Lebesgue measurable function defined on a domain \u03a9 with 0 &lt;\n                    <jats:italic>\u03bc<\/jats:italic>\n                    <jats:sub>\n                      <jats:italic>d<\/jats:italic>\n                    <\/jats:sub>\n                    (\u03a9) &lt; \u221e, where\n                    <jats:italic>\u03bc<\/jats:italic>\n                    <jats:sub>\n                      <jats:italic>d<\/jats:italic>\n                    <\/jats:sub>\n                    is the Lebesgue measure in\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_003\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:msup>\n                            <m:mrow>\n                              <m:mi mathvariant=\"double-struck\">R<\/m:mi>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>d<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msup>\n                        <\/m:math>\n                        <jats:tex-math>${\\mathbb{R}}^{d}$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_003.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    . We say that\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_004\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:msub>\n                            <m:mrow>\n                              <m:mrow>\n                                <m:mo stretchy=\"false\">{<\/m:mo>\n                                <m:mrow>\n                                  <m:msub>\n                                    <m:mrow>\n                                      <m:mi mathvariant=\"normal\">\u039b<\/m:mi>\n                                    <\/m:mrow>\n                                    <m:mrow>\n                                      <m:mi>n<\/m:mi>\n                                    <\/m:mrow>\n                                  <\/m:msub>\n                                <\/m:mrow>\n                                <m:mo stretchy=\"false\">}<\/m:mo>\n                              <\/m:mrow>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>n<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                        <\/m:math>\n                        <jats:tex-math>${\\left\\{{{\\Lambda}}_{n}\\right\\}}_{n}$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_004.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    has an asymptotic distribution described by\n                    <jats:italic>f<\/jats:italic>\n                    , and we write\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_005\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:msub>\n                            <m:mrow>\n                              <m:mrow>\n                                <m:mo stretchy=\"false\">{<\/m:mo>\n                                <m:mrow>\n                                  <m:msub>\n                                    <m:mrow>\n                                      <m:mi mathvariant=\"normal\">\u039b<\/m:mi>\n                                    <\/m:mrow>\n                                    <m:mrow>\n                                      <m:mi>n<\/m:mi>\n                                    <\/m:mrow>\n                                  <\/m:msub>\n                                <\/m:mrow>\n                                <m:mo stretchy=\"false\">}<\/m:mo>\n                              <\/m:mrow>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>n<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                          <m:mo>\u223c<\/m:mo>\n                          <m:mi>f<\/m:mi>\n                        <\/m:math>\n                        <jats:tex-math>${\\left\\{{{\\Lambda}}_{n}\\right\\}}_{n}\\sim f$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_005.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    , if (*)\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_006\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:msub>\n                            <m:mrow>\n                              <m:mi mathvariant=\"normal\">lim<\/m:mi>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>n<\/m:mi>\n                              <m:mo>\u2192<\/m:mo>\n                              <m:mi>\u221e<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                          <m:mfrac>\n                            <m:mrow>\n                              <m:mn>1<\/m:mn>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>d<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                            <\/m:mrow>\n                          <\/m:mfrac>\n                          <m:msubsup>\n                            <m:mrow>\n                              <m:mo movablelimits=\"false\" form=\"prefix\">\u2211<\/m:mo>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>i<\/m:mi>\n                              <m:mo>=<\/m:mo>\n                              <m:mn>1<\/m:mn>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>d<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                            <\/m:mrow>\n                          <\/m:msubsup>\n                          <m:mi>F<\/m:mi>\n                          <m:mrow>\n                            <m:mo stretchy=\"false\">(<\/m:mo>\n                            <m:mrow>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>\u03bb<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:mi>i<\/m:mi>\n                                  <m:mo>,<\/m:mo>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                            <\/m:mrow>\n                            <m:mo stretchy=\"false\">)<\/m:mo>\n                          <\/m:mrow>\n                          <m:mo>=<\/m:mo>\n                          <m:mfrac>\n                            <m:mrow>\n                              <m:mn>1<\/m:mn>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>\u03bc<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:mi>d<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                              <m:mrow>\n                                <m:mo stretchy=\"false\">(<\/m:mo>\n                                <m:mrow>\n                                  <m:mi mathvariant=\"normal\">\u03a9<\/m:mi>\n                                <\/m:mrow>\n                                <m:mo stretchy=\"false\">)<\/m:mo>\n                              <\/m:mrow>\n                            <\/m:mrow>\n                          <\/m:mfrac>\n                          <m:msub>\n                            <m:mrow>\n                              <m:mo>\u222b<\/m:mo>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi mathvariant=\"normal\">\u03a9<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                          <m:mi>F<\/m:mi>\n                          <m:mrow>\n                            <m:mo stretchy=\"false\">(<\/m:mo>\n                            <m:mrow>\n                              <m:mi>f<\/m:mi>\n                              <m:mrow>\n                                <m:mo stretchy=\"false\">(<\/m:mo>\n                                <m:mrow>\n                                  <m:mi mathvariant=\"bold-italic\">x<\/m:mi>\n                                <\/m:mrow>\n                                <m:mo stretchy=\"false\">)<\/m:mo>\n                              <\/m:mrow>\n                            <\/m:mrow>\n                            <m:mo stretchy=\"false\">)<\/m:mo>\n                          <\/m:mrow>\n                          <m:mi mathvariant=\"normal\">d<\/m:mi>\n                          <m:mi mathvariant=\"bold-italic\">x<\/m:mi>\n                        <\/m:math>\n                        <jats:tex-math>${\\mathrm{lim}}_{n\\to \\infty }\\frac{1}{{d}_{n}}{\\sum }_{i=1}^{{d}_{n}}F\\left({\\lambda }_{i,n}\\right)=\\frac{1}{{\\mu }_{d}\\left({\\Omega}\\right)}{\\int }_{{\\Omega}}F\\left(f\\left(\\boldsymbol{x}\\right)\\right)\\mathrm{d}\\boldsymbol{x}$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_006.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    for every continuous function\n                    <jats:italic>F<\/jats:italic>\n                    with bounded support. If \u039b\n                    <jats:sub>\n                      <jats:italic>n<\/jats:italic>\n                    <\/jats:sub>\n                    is the spectrum of a matrix\n                    <jats:italic>A<\/jats:italic>\n                    <jats:sub>\n                      <jats:italic>n<\/jats:italic>\n                    <\/jats:sub>\n                    , we say that\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_007\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:msub>\n                            <m:mrow>\n                              <m:mrow>\n                                <m:mo stretchy=\"false\">{<\/m:mo>\n                                <m:mrow>\n                                  <m:msub>\n                                    <m:mrow>\n                                      <m:mi>A<\/m:mi>\n                                    <\/m:mrow>\n                                    <m:mrow>\n                                      <m:mi>n<\/m:mi>\n                                    <\/m:mrow>\n                                  <\/m:msub>\n                                <\/m:mrow>\n                                <m:mo stretchy=\"false\">}<\/m:mo>\n                              <\/m:mrow>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>n<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                        <\/m:math>\n                        <jats:tex-math>${\\left\\{{A}_{n}\\right\\}}_{n}$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_007.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    has an asymptotic spectral distribution described by\n                    <jats:italic>f<\/jats:italic>\n                    and we write\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_008\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:msub>\n                            <m:mrow>\n                              <m:mrow>\n                                <m:mo stretchy=\"false\">{<\/m:mo>\n                                <m:mrow>\n                                  <m:msub>\n                                    <m:mrow>\n                                      <m:mi>A<\/m:mi>\n                                    <\/m:mrow>\n                                    <m:mrow>\n                                      <m:mi>n<\/m:mi>\n                                    <\/m:mrow>\n                                  <\/m:msub>\n                                <\/m:mrow>\n                                <m:mo stretchy=\"false\">}<\/m:mo>\n                              <\/m:mrow>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>n<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                          <m:msub>\n                            <m:mrow>\n                              <m:mspace width=\"0.17em\"\/>\n                              <m:mo>\u223c<\/m:mo>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>\u03bb<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                          <m:mspace width=\"0.17em\"\/>\n                          <m:mi>f<\/m:mi>\n                        <\/m:math>\n                        <jats:tex-math>${\\left\\{{A}_{n}\\right\\}}_{n}{ \\sim }_{\\lambda } f$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_008.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    . In the case where\n                    <jats:italic>d<\/jats:italic>\n                    = 1, \u03a9 is a bounded interval, \u039b\n                    <jats:sub>\n                      <jats:italic>n<\/jats:italic>\n                    <\/jats:sub>\n                    \u2286\n                    <jats:italic>f<\/jats:italic>\n                    (\u03a9) for all\n                    <jats:italic>n<\/jats:italic>\n                    , and\n                    <jats:italic>f<\/jats:italic>\n                    satisfies suitable conditions, Bogoya, B\u00f6ttcher, Grudsky, and Maximenko proved that the asymptotic distribution (*) implies the uniform convergence to 0 of the difference between the properly sorted vector\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_009\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:mrow>\n                            <m:mo stretchy=\"false\">[<\/m:mo>\n                            <m:mrow>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>\u03bb<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:mn>1<\/m:mn>\n                                  <m:mo>,<\/m:mo>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                              <m:mo>,<\/m:mo>\n                              <m:mo>\u2026<\/m:mo>\n                              <m:mo>,<\/m:mo>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>\u03bb<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:msub>\n                                    <m:mrow>\n                                      <m:mi>d<\/m:mi>\n                                    <\/m:mrow>\n                                    <m:mrow>\n                                      <m:mi>n<\/m:mi>\n                                    <\/m:mrow>\n                                  <\/m:msub>\n                                  <m:mo>,<\/m:mo>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                            <\/m:mrow>\n                            <m:mo stretchy=\"false\">]<\/m:mo>\n                          <\/m:mrow>\n                        <\/m:math>\n                        <jats:tex-math>$\\left[{\\lambda }_{1,n},\\dots ,{\\lambda }_{{d}_{n},n}\\right]$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_009.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    and the vector of samples\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_010\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:mrow>\n                            <m:mo stretchy=\"false\">[<\/m:mo>\n                            <m:mrow>\n                              <m:mi>f<\/m:mi>\n                              <m:mrow>\n                                <m:mo stretchy=\"false\">(<\/m:mo>\n                                <m:mrow>\n                                  <m:msub>\n                                    <m:mrow>\n                                      <m:mi>x<\/m:mi>\n                                    <\/m:mrow>\n                                    <m:mrow>\n                                      <m:mn>1<\/m:mn>\n                                      <m:mo>,<\/m:mo>\n                                      <m:mi>n<\/m:mi>\n                                    <\/m:mrow>\n                                  <\/m:msub>\n                                <\/m:mrow>\n                                <m:mo stretchy=\"false\">)<\/m:mo>\n                              <\/m:mrow>\n                              <m:mo>,<\/m:mo>\n                              <m:mo>\u2026<\/m:mo>\n                              <m:mo>,<\/m:mo>\n                              <m:mi>f<\/m:mi>\n                              <m:mrow>\n                                <m:mo stretchy=\"false\">(<\/m:mo>\n                                <m:mrow>\n                                  <m:msub>\n                                    <m:mrow>\n                                      <m:mi>x<\/m:mi>\n                                    <\/m:mrow>\n                                    <m:mrow>\n                                      <m:msub>\n                                        <m:mrow>\n                                          <m:mi>d<\/m:mi>\n                                        <\/m:mrow>\n                                        <m:mrow>\n                                          <m:mi>n<\/m:mi>\n                                        <\/m:mrow>\n                                      <\/m:msub>\n                                      <m:mo>,<\/m:mo>\n                                      <m:mi>n<\/m:mi>\n                                    <\/m:mrow>\n                                  <\/m:msub>\n                                <\/m:mrow>\n                                <m:mo stretchy=\"false\">)<\/m:mo>\n                              <\/m:mrow>\n                            <\/m:mrow>\n                            <m:mo stretchy=\"false\">]<\/m:mo>\n                          <\/m:mrow>\n                        <\/m:math>\n                        <jats:tex-math>$\\left[f\\left({x}_{1,n}\\right),\\dots ,f\\left({x}_{{d}_{n},n}\\right)\\right]$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_010.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    , i.e., (**)\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_011\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:msub>\n                            <m:mrow>\n                              <m:mi mathvariant=\"normal\">lim<\/m:mi>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>n<\/m:mi>\n                              <m:mo>\u2192<\/m:mo>\n                              <m:mi>\u221e<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                          <m:mspace width=\"0.28em\"\/>\n                          <m:msub>\n                            <m:mrow>\n                              <m:mi>max<\/m:mi>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>i<\/m:mi>\n                              <m:mo>=<\/m:mo>\n                              <m:mn>1<\/m:mn>\n                              <m:mo>,<\/m:mo>\n                              <m:mo>\u2026<\/m:mo>\n                              <m:mo>,<\/m:mo>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>d<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                            <\/m:mrow>\n                          <\/m:msub>\n                          <m:mo stretchy=\"false\">|<\/m:mo>\n                          <m:mi>f<\/m:mi>\n                          <m:mrow>\n                            <m:mo stretchy=\"false\">(<\/m:mo>\n                            <m:mrow>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>x<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:mi>i<\/m:mi>\n                                  <m:mo>,<\/m:mo>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                            <\/m:mrow>\n                            <m:mo stretchy=\"false\">)<\/m:mo>\n                          <\/m:mrow>\n                          <m:mo>\u2212<\/m:mo>\n                          <m:msub>\n                            <m:mrow>\n                              <m:mi>\u03bb<\/m:mi>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>\u03c4<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                              <m:mrow>\n                                <m:mo stretchy=\"false\">(<\/m:mo>\n                                <m:mrow>\n                                  <m:mi>i<\/m:mi>\n                                <\/m:mrow>\n                                <m:mo stretchy=\"false\">)<\/m:mo>\n                              <\/m:mrow>\n                              <m:mo>,<\/m:mo>\n                              <m:mi>n<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                          <m:mo stretchy=\"false\">|<\/m:mo>\n                          <m:mo>=<\/m:mo>\n                          <m:mn>0<\/m:mn>\n                          <m:mo>,<\/m:mo>\n                        <\/m:math>\n                        <jats:tex-math>${\\mathrm{lim}}_{n\\to \\infty } {\\mathrm{max}}_{i=1,\\dots ,{d}_{n}}\\vert f\\left({x}_{i,n}\\right)-{\\lambda }_{{\\tau }_{n}\\left(i\\right),n}\\vert =0,$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_011.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    where\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_012\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:msub>\n                            <m:mrow>\n                              <m:mi>x<\/m:mi>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mn>1<\/m:mn>\n                              <m:mo>,<\/m:mo>\n                              <m:mi>n<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                          <m:mo>,<\/m:mo>\n                          <m:mo>\u2026<\/m:mo>\n                          <m:mo>,<\/m:mo>\n                          <m:msub>\n                            <m:mrow>\n                              <m:mi>x<\/m:mi>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>d<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                              <m:mo>,<\/m:mo>\n                              <m:mi>n<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                        <\/m:math>\n                        <jats:tex-math>${x}_{1,n},\\dots ,{x}_{{d}_{n},n}$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_012.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    is a uniform grid in \u03a9 and\n                    <jats:italic>\u03c4<\/jats:italic>\n                    <jats:sub>\n                      <jats:italic>n<\/jats:italic>\n                    <\/jats:sub>\n                    is the sorting permutation. We extend this result to the case where\n                    <jats:italic>d<\/jats:italic>\n                    \u2a7e 1 and \u03a9 is a Peano\u2013Jordan measurable set (i.e., a bounded set with\n                    <jats:italic>\u03bc<\/jats:italic>\n                    <jats:sub>\n                      <jats:italic>d<\/jats:italic>\n                    <\/jats:sub>\n                    (\u2202\u03a9) = 0). We also formulate and prove a uniform convergence result analogous to (**) in the more general case where the function\n                    <jats:italic>f<\/jats:italic>\n                    takes values in the space of\n                    <jats:italic>k<\/jats:italic>\n                    \u00a0\u00d7\u00a0\n                    <jats:italic>k<\/jats:italic>\n                    matrices. Our derivations are based on the concept of monotone rearrangement (quantile function) as well as on matrix analysis arguments stemming from the theory of generalized locally Toeplitz sequences and the observation that any finite multiset of numbers\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_013\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:msub>\n                            <m:mrow>\n                              <m:mi mathvariant=\"normal\">\u039b<\/m:mi>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>n<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                          <m:mo>=<\/m:mo>\n                          <m:mrow>\n                            <m:mo stretchy=\"false\">{<\/m:mo>\n                            <m:mrow>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>\u03bb<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:mn>1<\/m:mn>\n                                  <m:mo>,<\/m:mo>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                              <m:mo>,<\/m:mo>\n                              <m:mo>\u2026<\/m:mo>\n                              <m:mo>,<\/m:mo>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>\u03bb<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:msub>\n                                    <m:mrow>\n                                      <m:mi>d<\/m:mi>\n                                    <\/m:mrow>\n                                    <m:mrow>\n                                      <m:mi>n<\/m:mi>\n                                    <\/m:mrow>\n                                  <\/m:msub>\n                                  <m:mo>,<\/m:mo>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                            <\/m:mrow>\n                            <m:mo stretchy=\"false\">}<\/m:mo>\n                          <\/m:mrow>\n                        <\/m:math>\n                        <jats:tex-math>${{\\Lambda}}_{n}=\\left\\{{\\lambda }_{1,n},\\dots ,{\\lambda }_{{d}_{n},n}\\right\\}$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_013.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    can always be interpreted as the spectrum of a matrix\n                    <jats:inline-formula id=\"j_jnma-2023-0091_ineq_014\">\n                      <jats:alternatives>\n                        <m:math xmlns:m=\"http:\/\/www.w3.org\/1998\/Math\/MathML\">\n                          <m:msub>\n                            <m:mrow>\n                              <m:mi>A<\/m:mi>\n                            <\/m:mrow>\n                            <m:mrow>\n                              <m:mi>n<\/m:mi>\n                            <\/m:mrow>\n                          <\/m:msub>\n                          <m:mo>=<\/m:mo>\n                          <m:mi>diag<\/m:mi>\n                          <m:mrow>\n                            <m:mo stretchy=\"false\">(<\/m:mo>\n                            <m:mrow>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>\u03bb<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:mn>1<\/m:mn>\n                                  <m:mo>,<\/m:mo>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                              <m:mo>,<\/m:mo>\n                              <m:mo>\u2026<\/m:mo>\n                              <m:mo>,<\/m:mo>\n                              <m:msub>\n                                <m:mrow>\n                                  <m:mi>\u03bb<\/m:mi>\n                                <\/m:mrow>\n                                <m:mrow>\n                                  <m:msub>\n                                    <m:mrow>\n                                      <m:mi>d<\/m:mi>\n                                    <\/m:mrow>\n                                    <m:mrow>\n                                      <m:mi>n<\/m:mi>\n                                    <\/m:mrow>\n                                  <\/m:msub>\n                                  <m:mo>,<\/m:mo>\n                                  <m:mi>n<\/m:mi>\n                                <\/m:mrow>\n                              <\/m:msub>\n                            <\/m:mrow>\n                            <m:mo stretchy=\"false\">)<\/m:mo>\n                          <\/m:mrow>\n                        <\/m:math>\n                        <jats:tex-math>${A}_{n}=\\mathrm{diag}\\left({\\lambda }_{1,n},\\dots ,{\\lambda }_{{d}_{n},n}\\right)$<\/jats:tex-math>\n                        <jats:inline-graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"graphic\/j_jnma-2023-0091_ineq_014.png\"\/>\n                      <\/jats:alternatives>\n                    <\/jats:inline-formula>\n                    . The theoretical results are illustrated through numerical experiments, and a reinterpretation of them in terms of vague convergence of probability measures is hinted.\n                  <\/jats:p>","DOI":"10.1515\/jnma-2023-0091","type":"journal-article","created":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T11:56:51Z","timestamp":1752667011000},"page":"21-60","source":"Crossref","is-referenced-by-count":2,"title":["From asymptotic distribution and vague convergence to uniform convergence, with numerical applications"],"prefix":"10.1515","volume":"34","author":[{"given":"Giovanni","family":"Barbarino","sequence":"first","affiliation":[{"name":"Department of Mathematics and Operations Research , University of Mons , Mons , Belgium"}]},{"given":"Sven-Erik","family":"Ekstr\u00f6m","sequence":"additional","affiliation":[{"name":"Division of Scientific Computing, Department of Information Technology , Uppsala University , Uppsala , Sweden"}]},{"given":"Carlo","family":"Garoni","sequence":"additional","affiliation":[{"name":"Department of Mathematics , University of Rome Tor Vergata , Roma , Italy"}]},{"given":"David","family":"Meadon","sequence":"additional","affiliation":[{"name":"Division of Scientific Computing, Department of Information Technology , Uppsala University , Uppsala , Sweden"}]},{"given":"Stefano","family":"Serra-Capizzano","sequence":"additional","affiliation":[{"name":"Division of Scientific Computing, Department of Information Technology , Uppsala University , Uppsala , Sweden"},{"name":"Department of Science and High Technology , University of Insubria , Como , Italy"}]},{"given":"Paris","family":"Vassalos","sequence":"additional","affiliation":[{"name":"Department of Informatics , Athens University of Economics and Business , Athens , Greece"}]}],"member":"374","published-online":{"date-parts":[[2025,7,16]]},"reference":[{"key":"2026030615521524879_j_jnma-2023-0091_ref_001","doi-asserted-by":"crossref","unstructured":"C. Garoni and S. Serra-Capizzano, Generalized Locally Toeplitz Sequences: Theory and Applications, vol.\u00a0I, Cham, Springer, 2017.","DOI":"10.1007\/978-3-319-53679-8"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_002","doi-asserted-by":"crossref","unstructured":"C. Garoni and S. Serra-Capizzano, Generalized Locally Toeplitz Sequences: Theory and Applications, vol.\u00a0II, Cham, Springer, 2018.","DOI":"10.1007\/978-3-030-02233-4"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_003","doi-asserted-by":"crossref","unstructured":"G. Barbarino, \u201cA systematic approach to reduced GLT,\u201d BIT Numer. Math., vol.\u00a062, pp.\u00a0681\u2013743, 2022, https:\/\/doi.org\/10.1007\/s10543-021-00896-7.","DOI":"10.1007\/s10543-021-00896-7"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_004","doi-asserted-by":"crossref","unstructured":"G. Barbarino, C. Garoni, M. Mazza, and S. Serra-Capizzano, \u201cRectangular GLT sequences,\u201d Electron. Trans. Numer. Anal., vol.\u00a055, pp.\u00a0585\u2013617, 2022, https:\/\/doi.org\/10.1553\/etna_vol55s585.","DOI":"10.1553\/etna_vol55s585"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_005","doi-asserted-by":"crossref","unstructured":"G. Barbarino, C. Garoni, and S. Serra-Capizzano, \u201cBlock generalized locally Toeplitz sequences: theory and applications in the unidimensional case,\u201d Electron. Trans. Numer. Anal., vol.\u00a053, pp.\u00a028\u2013112, 2020, https:\/\/doi.org\/10.1553\/etna_vol53s28.","DOI":"10.1553\/etna_vol53s28"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_006","doi-asserted-by":"crossref","unstructured":"G. Barbarino, C. Garoni, and S. Serra-Capizzano, \u201cBlock generalized locally Toeplitz sequences: theory and applications in the multidimensional case,\u201d Electron. Trans. Numer. Anal., vol.\u00a053, pp.\u00a0113\u2013216, 2020, https:\/\/doi.org\/10.1553\/etna_vol53s113.","DOI":"10.1553\/etna_vol53s113"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_007","doi-asserted-by":"crossref","unstructured":"A. B\u00f6ttcher, C. Garoni, and S. Serra-Capizzano, \u201cExploration of Toeplitz-like matrices with unbounded symbols is not a purely academic journey,\u201d Sb. Math., vol.\u00a0208, pp.\u00a01602\u20131627, 2017, https:\/\/doi.org\/10.1070\/sm8823.","DOI":"10.1070\/SM8823"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_008","unstructured":"U. Grenander and G. Szeg\u0151, Toeplitz Forms and Their Applications, 2nd ed. New York, AMS Chelsea Publishing, 1984."},{"key":"2026030615521524879_j_jnma-2023-0091_ref_009","doi-asserted-by":"crossref","unstructured":"F. Avram, \u201cOn bilinear forms in Gaussian random variables and Toeplitz matrices,\u201d Probab. Theory Relat. Fields, vol.\u00a079, pp.\u00a037\u201345, 1988, https:\/\/doi.org\/10.1007\/bf00319101.","DOI":"10.1007\/BF00319101"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_010","doi-asserted-by":"crossref","unstructured":"S. V. Parter, \u201cOn the distribution of the singular values of Toeplitz matrices,\u201d Linear Algebra Appl., vol.\u00a080, pp.\u00a0115\u2013130, 1986, https:\/\/doi.org\/10.1016\/0024-3795(86)90280-6.","DOI":"10.1016\/0024-3795(86)90280-6"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_011","doi-asserted-by":"crossref","unstructured":"E. E. Tyrtyshnikov, \u201cA unifying approach to some old and new theorems on distribution and clustering,\u201d Linear Algebra Appl., vol.\u00a0232, pp.\u00a01\u201343, 1996, https:\/\/doi.org\/10.1016\/0024-3795(94)00025-5.","DOI":"10.1016\/0024-3795(94)00025-5"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_012","doi-asserted-by":"crossref","unstructured":"E. E. Tyrtyshnikov and N. L. Zamarashkin, \u201cSpectra of multilevel Toeplitz matrices: advanced theory via simple matrix relationships,\u201d Linear Algebra Appl., vol.\u00a0270, pp.\u00a015\u201327, 1998, https:\/\/doi.org\/10.1016\/s0024-3795(97)80001-8.","DOI":"10.1016\/S0024-3795(97)80001-8"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_013","doi-asserted-by":"crossref","unstructured":"N. L. Zamarashkin and E. E. Tyrtyshnikov, \u201cDistribution of eigenvalues and singular values of Toeplitz matrices under weakened conditions on the generating function,\u201d Sb. Math., vol.\u00a0188, pp.\u00a01191\u20131201, 1997, https:\/\/doi.org\/10.1070\/sm1997v188n08abeh000251.","DOI":"10.1070\/SM1997v188n08ABEH000251"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_014","doi-asserted-by":"crossref","unstructured":"P. Tilli, \u201cA note on the spectral distribution of Toeplitz matrices,\u201d Linear Multilinear Algebra, vol.\u00a045, pp.\u00a0147\u2013159, 1998, https:\/\/doi.org\/10.1080\/03081089808818584.","DOI":"10.1080\/03081089808818584"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_015","doi-asserted-by":"crossref","unstructured":"P. Tilli, \u201cSome results on complex Toeplitz eigenvalues,\u201d J. Math. Anal. Appl., vol.\u00a0239, pp.\u00a0390\u2013401, 1999, https:\/\/doi.org\/10.1006\/jmaa.1999.6572.","DOI":"10.1006\/jmaa.1999.6572"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_016","doi-asserted-by":"crossref","unstructured":"A. B\u00f6ttcher and B. Silbermann, Introduction to Large Truncated Toeplitz Matrices, New York, Springer, 1999.","DOI":"10.1007\/978-1-4612-1426-7"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_017","doi-asserted-by":"crossref","unstructured":"S. Serra-Capizzano, \u201cGeneralized locally Toeplitz sequences: spectral analysis and applications to discretized partial differential equations,\u201d Linear Algebra Appl., vol.\u00a0366, pp.\u00a0371\u2013402, 2003, https:\/\/doi.org\/10.1016\/s0024-3795(02)00504-9.","DOI":"10.1016\/S0024-3795(02)00504-9"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_018","doi-asserted-by":"crossref","unstructured":"S. Serra-Capizzano, \u201cThe GLT class as a generalized Fourier analysis and applications,\u201d Linear Algebra Appl., vol.\u00a0419, pp.\u00a0180\u2013233, 2006, https:\/\/doi.org\/10.1016\/j.laa.2006.04.012.","DOI":"10.1016\/j.laa.2006.04.012"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_019","doi-asserted-by":"crossref","unstructured":"P. Tilli, \u201cLocally Toeplitz sequences: spectral properties and applications,\u201d Linear Algebra Appl., vol.\u00a0278, pp.\u00a091\u2013120, 1998, https:\/\/doi.org\/10.1016\/s0024-3795(97)10079-9.","DOI":"10.1016\/S0024-3795(97)10079-9"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_020","doi-asserted-by":"crossref","unstructured":"D. Bianchi, \u201cAnalysis of the spectral symbol associated to discretization schemes of linear self-adjoint differential operators,\u201d Calcolo, vol.\u00a058, 2021, Art. no.\u00a038, https:\/\/doi.org\/10.1007\/s10092-021-00426-5.","DOI":"10.1007\/s10092-021-00426-5"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_021","doi-asserted-by":"crossref","unstructured":"D. Bianchi and S. Serra-Capizzano, \u201cSpectral analysis of finite-dimensional approximations of 1d waves in non-uniform grids,\u201d Calcolo, vol.\u00a055, 2018, Art. no.\u00a047, https:\/\/doi.org\/10.1007\/s10092-018-0288-x.","DOI":"10.1007\/s10092-018-0288-x"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_022","doi-asserted-by":"crossref","unstructured":"C. Garoni, H. Speleers, S.-E. Ekstr\u00f6m, A. Reali, S. Serra-Capizzano, and T. J. R. Hughes, \u201cSymbol-based analysis of finite element and isogeometric B-spline discretizations of eigenvalue problems: exposition and review,\u201d Arch. Comput. Methods Eng., vol.\u00a026, pp.\u00a01639\u20131690, 2019.","DOI":"10.1007\/s11831-018-9295-y"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_023","doi-asserted-by":"crossref","unstructured":"B. Beckermann and A. B. J. Kuijlaars, \u201cSuperlinear convergence of conjugate gradients,\u201d SIAM J. Numer. 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B\u00f6ttcher, and E. A. Maximenko, \u201cFrom convergence in distribution to uniform convergence,\u201d Bol. Soc. Mat. Mex., vol.\u00a022, pp.\u00a0695\u2013710, 2016, https:\/\/doi.org\/10.1007\/s40590-016-0105-y.","DOI":"10.1007\/s40590-016-0105-y"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_027","doi-asserted-by":"crossref","unstructured":"B. Fristedt and L. Gray, A Modern Approach to Probability Theory, Boston, Birkh\u00e4user, 1997.","DOI":"10.1007\/978-1-4899-2837-5"},{"key":"2026030615521524879_j_jnma-2023-0091_ref_028","unstructured":"W. Rudin, Principles of Mathematical Analysis, 3rd ed. New York, McGraw-Hill, 1976."},{"key":"2026030615521524879_j_jnma-2023-0091_ref_029","doi-asserted-by":"crossref","unstructured":"G. Barbarino, D. Bianchi, and C. Garoni, \u201cConstructive approach to the monotone rearrangement of functions,\u201d Expo. 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