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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">mais</journal-id><journal-title-group><journal-title xml:lang="ru">Моделирование и анализ информационных систем</journal-title><trans-title-group xml:lang="en"><trans-title>Modeling and Analysis of Information Systems</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1818-1015</issn><issn pub-type="epub">2313-5417</issn><publisher><publisher-name>Yaroslavl State University</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.18255/1818-1015-2020-3-344-355</article-id><article-id custom-type="elpub" pub-id-type="custom">mais-1353</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>Computer System Organization</subject></subj-group></article-categories><title-group><article-title>Особенности алгоритмической реализации разностных аналогов логистического уравнения с запаздыванием</article-title><trans-title-group xml:lang="en"><trans-title>Features of the Algorithmic Implementation of Difference Analogues of the Logistic Equation with Delay</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-6403-4061</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Глызин</surname><given-names>Сергей Дмитриевич</given-names></name><name name-style="western" xml:lang="en"><surname>Glyzin</surname><given-names>Sergey D.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Заведующий кафедрой компьютерных сетей, доктор физико-математических наук, профессор.</p><p>150003, Ярославль, ул. Советская, 14</p></bio><bio xml:lang="en"><p>Head of the Department of Computer Networks, professor.</p><p>Sovetskaya str., 14, Yaroslavl, 150003</p></bio><email xlink:type="simple">glyzin@uniyar.ac.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-4846-6040</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Кащенко</surname><given-names>Сергей Александрович</given-names></name><name name-style="western" xml:lang="en"><surname>Kashchenko</surname><given-names>Sergey A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Первый проректор, доктор физико-математических наук, профессор.</p><p>150003, Ярославль, ул. Советская, 14</p></bio><bio xml:lang="en"><p>First Vice-Rector, professor.</p><p>Sovetskaya str., 14, Yaroslavl, 150003</p></bio><email xlink:type="simple">kasch@uniyar.ac.ru</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0001-5668-3929</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Толбей</surname><given-names>Анна Олеговна</given-names></name><name name-style="western" xml:lang="en"><surname>Tolbey</surname><given-names>Anna O.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Доцент кафедры компьютерных сетей, кандидат физико-математических наук.</p><p>150003, Ярославль, ул. Советская, 14</p></bio><bio xml:lang="en"><p>Associate Professor, PhD.</p><p>Sovetskaya str., 14, Yaroslavl, 150003</p></bio><email xlink:type="simple">bekva@yandex.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Центр интегрируемых систем, Ярославский государственный университет им. П.Г. Демидова</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Centre of Integrable Systems, P. G. Demidov Yaroslavl State University</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2020</year></pub-date><pub-date pub-type="epub"><day>20</day><month>09</month><year>2020</year></pub-date><volume>27</volume><issue>3</issue><fpage>344</fpage><lpage>355</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Глызин С.Д., Кащенко С.А., Толбей А.О., 2020</copyright-statement><copyright-year>2020</copyright-year><copyright-holder xml:lang="ru">Глызин С.Д., Кащенко С.А., Толбей А.О.</copyright-holder><copyright-holder xml:lang="en">Glyzin S.D., Kashchenko S.A., Tolbey A.O.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://www.mais-journal.ru/jour/article/view/1353">https://www.mais-journal.ru/jour/article/view/1353</self-uri><abstract><p>Логистическое уравнение с запаздыванием или уравнение Хатчинсона представляет собой одно из фундаментальных уравнений популяционной динамики и находит широкое применение в задачах математической экологии. В работе рассматривается семейство отображений, построеннное для этого уравнения на основе центральных разделенных разностей. Такие разностные схемы обычно используются при численном моделировании данной задачи. Представленные отображения сами по себе могут служить моделями динамики популяций, поэтому их изучение представляет значительный интерес. В работе сопоставляются свойства траекторий данных отображений и исходного уравнения с запаздыванием. Показано, что поведение решений отображений, построенных на основе центральных разделенных разностей, не сохраняет, даже при достаточно малой величине шага по времени, основных динамических свойств логистического уравнения с запаздыванием. В частности, у этого отображения при колебательной потере устойчивости ненулевого состояния равновесия не бифурцирует устойчивая инвариантная кривая. Эта кривая соответствует в таких отображениях устойчивому предельному циклу исходного непрерывного уравнения. Тем самым показано, что такая разностная схема не может быть использована для численного моделирования логистического уравнения с запаздыванием.</p></abstract><trans-abstract xml:lang="en"><p>The logistic equation with delay or Hutchinson’s equation is one of the fundamental equations of population dynamics and is widely used in problems of mathematical ecology. We consider a family of mappings built for this equation based on central separated differences. Such difference schemes are usually used in the numerical simulation of this problem. The presented mappings themselves can serve as models of population dynamics; therefore, their study is of considerable interest. We compare the properties of the trajectories of these mappings and the original equation with delay. It is shown that the behavior of the solutions of the mappings constructed on the basis of the central separated differences does not preserve, even with a sufficiently small value of the time step, the basic dynamic properties of the logistic equation with delay. In particular, this map does not have a stable invariant curve bifurcating under the oscillatory loss of stability of a nonzero equilibrium state. This curve corresponds in such mappings to the stable limit cycle of the original continuous equation. Thus, it is shown that such a difference scheme cannot be used for numerical modeling of the logistic equation with delay.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>логистическое уравнение с запаздыванием</kwd><kwd>отображение</kwd><kwd>бифуркации</kwd></kwd-group><kwd-group xml:lang="en"><kwd>logistic equation with delay</kwd><kwd>mapping</kwd><kwd>bifurcation</kwd></kwd-group><funding-group><funding-statement xml:lang="ru">Работа выполнена при финансовой поддержке РФФИ в рамках научного проекта № 18-29-10043</funding-statement><funding-statement xml:lang="en">The author were supported by the Russian Foundation for Basic Research (project no. 18-29-10043)</funding-statement></funding-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">E. M. Wright, "A non-linear difference-differential equation”, Journal fur die reine und angewandte Mathematik, vol. 194, pp. 66-87, 1955.</mixed-citation><mixed-citation xml:lang="en">E. M. Wright, "A non-linear difference-differential equation”, Journal fur die reine und angewandte Mathematik, vol. 194, pp. 66-87, 1955.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">S. Kakutani and L. Markus, "On the non-linear difference-differential equation y'(t) = (a - by(t -r))y (t)”, Contributions to the Theory of Nonlinear Oscillations, vol. 4, pp. 1-18,1958.</mixed-citation><mixed-citation xml:lang="en">S. Kakutani and L. Markus, "On the non-linear difference-differential equation y'(t) = (a - by(t -r))y (t)”, Contributions to the Theory of Nonlinear Oscillations, vol. 4, pp. 1-18,1958.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">G. S. Jones, "The existence ofperiodic solutions of f'(x) = -af(x-1){1+f(x)}”, Journal of Mathematical Analysis and Applications, vol. 5, pp. 435-450, 1962.</mixed-citation><mixed-citation xml:lang="en">G. S. Jones, "The existence ofperiodic solutions of f'(x) = -af(x-1){1+f(x)}”, Journal of Mathematical Analysis and Applications, vol. 5, pp. 435-450, 1962.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">S. Kashchenko, "Asymptotics of the Solutions of the Generalized Hutchinson Equation”, Automatic Control and Computer Sciences, vol. 47, no. 7, pp. 470-494, 2013.</mixed-citation><mixed-citation xml:lang="en">S. Kashchenko, "Asymptotics of the Solutions of the Generalized Hutchinson Equation”, Automatic Control and Computer Sciences, vol. 47, no. 7, pp. 470-494, 2013.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">S. A. Kashchenko, "Periodic Solutions of Nonlinear Equations Generalizing Logistic Equations with Delay”, Math. Notes, vol. 102, pp. 181-192, 2017.</mixed-citation><mixed-citation xml:lang="en">S. A. Kashchenko, "Periodic Solutions of Nonlinear Equations Generalizing Logistic Equations with Delay”, Math. Notes, vol. 102, pp. 181-192, 2017.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">S. Kashchenko and D. Loginov, "About Global Stable of Solutions of Logistic Equation with Delay”, Journal of Physics: Conference Series, vol. 937, no. 1, p. 012 019, 2017.</mixed-citation><mixed-citation xml:lang="en">S. Kashchenko and D. Loginov, "About Global Stable of Solutions of Logistic Equation with Delay”, Journal of Physics: Conference Series, vol. 937, no. 1, p. 012 019, 2017.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">J. K. Hale, Theory of functional differential equations. New York: l Springer Verlag, 1977.</mixed-citation><mixed-citation xml:lang="en">J. K. Hale, Theory of functional differential equations. New York: l Springer Verlag, 1977.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">P. Hartman, Ordinary Differential Equations. New York: Wiley, 1964.</mixed-citation><mixed-citation xml:lang="en">P. Hartman, Ordinary Differential Equations. New York: Wiley, 1964.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">S. D. Glyzin and S. A. Kashchenko, "Finite-Dimensional Mappings Describing the Dynamics of a Logistic Equation with Delay”, Doklady Mathematics, vol. 100, no. 1, pp. 380-384, 2019.</mixed-citation><mixed-citation xml:lang="en">S. D. Glyzin and S. A. Kashchenko, "Finite-Dimensional Mappings Describing the Dynamics of a Logistic Equation with Delay”, Doklady Mathematics, vol. 100, no. 1, pp. 380-384, 2019.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">S. Glyzin and S. Kashchenko, "A family of finite-dimensional maps induced by a logistic equation with a delay”, Mathematical modeling, vol. 32, no. 3, pp. 19-46, 2020.</mixed-citation><mixed-citation xml:lang="en">S. Glyzin and S. Kashchenko, "A family of finite-dimensional maps induced by a logistic equation with a delay”, Mathematical modeling, vol. 32, no. 3, pp. 19-46, 2020.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">S. D. Glyzin, A. Y. Kolesov, and N. K. Rozov, "Finite-dimensional models of diffusion chaos”, Comput. Math. and Math. Phys., vol. 50, pp. 816-830, 2010.</mixed-citation><mixed-citation xml:lang="en">S. D. Glyzin, A. Y. Kolesov, and N. K. Rozov, "Finite-dimensional models of diffusion chaos”, Comput. Math. and Math. Phys., vol. 50, pp. 816-830, 2010.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">J. E. Marsden and M. McCracken, The Hopf bifurcation and its applications. Appl. Math. Sci, 19. Springer-Verlag, 1976.</mixed-citation><mixed-citation xml:lang="en">J. E. Marsden and M. McCracken, The Hopf bifurcation and its applications. Appl. Math. Sci, 19. Springer-Verlag, 1976.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">E. E. ShnoJ, "On the stability of fixed points of two-dimensional mappings”, Differ. Equ., vol. 30, no. 7, pp. 1156-1167, 1994.</mixed-citation><mixed-citation xml:lang="en">E. E. ShnoJ, "On the stability of fixed points of two-dimensional mappings”, Differ. Equ., vol. 30, no. 7, pp. 1156-1167, 1994.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">V. I. Arnold, Ordinary Differential Equations. Springer-Verlag, 1992.</mixed-citation><mixed-citation xml:lang="en">V. I. Arnold, Ordinary Differential Equations. Springer-Verlag, 1992.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Y. A. Kuznetsov, Elements of Applied Bifurcation Theory. Springer-Verlag, 1995.</mixed-citation><mixed-citation xml:lang="en">Y. A. Kuznetsov, Elements of Applied Bifurcation Theory. Springer-Verlag, 1995.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Y. I. Neimark, "On some cases of periodic motions depending on parameters (In Russian.)”, Dokl. Akad. Nauk SSSR, vol. 129, pp. 736-739, 1959.</mixed-citation><mixed-citation xml:lang="en">Y. I. Neimark, "On some cases of periodic motions depending on parameters (In Russian.)”, Dokl. Akad. Nauk SSSR, vol. 129, pp. 736-739, 1959.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">R. J. Sacker, "On invariant surfaces and bifurcation of periodic solutions of ordinary differential equations”, in Report IMM-NYU 333, New York University, 1964.</mixed-citation><mixed-citation xml:lang="en">R. J. Sacker, "On invariant surfaces and bifurcation of periodic solutions of ordinary differential equations”, in Report IMM-NYU 333, New York University, 1964.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">R. J. Sacker, "A new approach to perturbation theory of invariant surfaces”, Comm. Pure Appl. Math., vol. 18, pp. 717-732, 1965.</mixed-citation><mixed-citation xml:lang="en">R. J. Sacker, "A new approach to perturbation theory of invariant surfaces”, Comm. Pure Appl. Math., vol. 18, pp. 717-732, 1965.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">I. S. Kashchenko and S. A. Kashchenko, "Normal and quasinormal forms for systems of difference and differential-difference equations”, Communications in Nonlinear Science and Numerical Simulation, vol. 38, pp. 243-256, 2016.</mixed-citation><mixed-citation xml:lang="en">I. S. Kashchenko and S. A. Kashchenko, "Normal and quasinormal forms for systems of difference and differential-difference equations”, Communications in Nonlinear Science and Numerical Simulation, vol. 38, pp. 243-256, 2016.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">I. S. Kashchenko and S. A. Kashchenko, "Analysis of Local Dynamics of Difference and Close to Them Differential-Difference Equations”, Russ Math., vol. 62, pp. 24-34, 2018.</mixed-citation><mixed-citation xml:lang="en">I. S. Kashchenko and S. A. Kashchenko, "Analysis of Local Dynamics of Difference and Close to Them Differential-Difference Equations”, Russ Math., vol. 62, pp. 24-34, 2018.</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
