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 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">Modeling of systems and processes</journal-id>
   <journal-title-group>
    <journal-title xml:lang="en">Modeling of systems and processes</journal-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Моделирование систем и процессов</trans-title>
    </trans-title-group>
   </journal-title-group>
   <issn publication-format="print">2219-0767</issn>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="publisher-id">84682</article-id>
   <article-id pub-id-type="doi">10.12737/2219-0767-2024-17-2-62-70</article-id>
   <article-categories>
    <subj-group subj-group-type="toc-heading" xml:lang="ru">
     <subject>Технические науки</subject>
    </subj-group>
    <subj-group subj-group-type="toc-heading" xml:lang="en">
     <subject></subject>
    </subj-group>
    <subj-group>
     <subject>Технические науки</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title xml:lang="en">Mathematical model of intermodal cargo transportation</article-title>
    <trans-title-group xml:lang="ru">
     <trans-title>Математическая модель интермодальных грузовых перевозок</trans-title>
    </trans-title-group>
   </title-group>
   <contrib-group content-type="authors">
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Новикова</surname>
       <given-names>Татьяна Петровна</given-names>
      </name>
      <name xml:lang="en">
       <surname>Novikova</surname>
       <given-names>Tat'yana Petrovna</given-names>
      </name>
     </name-alternatives>
     <email>novikova_tp.vglta@mail.ru</email>
     <bio xml:lang="ru">
      <p>кандидат технических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>candidate of technical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-1"/>
    </contrib>
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Евдокимова</surname>
       <given-names>Светлана Анатольевна</given-names>
      </name>
      <name xml:lang="en">
       <surname>Evdokimova</surname>
       <given-names>Svetlana Anatol'evna</given-names>
      </name>
     </name-alternatives>
     <bio xml:lang="ru">
      <p>кандидат технических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>candidate of technical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-1"/>
    </contrib>
    <contrib contrib-type="author">
     <name-alternatives>
      <name xml:lang="ru">
       <surname>Яковенко</surname>
       <given-names>Наталия Владимировна</given-names>
      </name>
      <name xml:lang="en">
       <surname>yakovenko</surname>
       <given-names>Nataliya Vladimirovna</given-names>
      </name>
     </name-alternatives>
     <email>n.v.yakovenko71@gmail.com</email>
     <bio xml:lang="ru">
      <p>кандидат технических наук;доктор технических наук;доктор технических наук;</p>
     </bio>
     <bio xml:lang="en">
      <p>candidate of technical sciences;doctor of technical sciences;doctor of technical sciences;</p>
     </bio>
     <xref ref-type="aff" rid="aff-2"/>
    </contrib>
   </contrib-group>
   <aff-alternatives id="aff-1">
    <aff>
     <institution xml:lang="ru">Воронежский государственный лесотехнический университет имени Г.Ф. Морозова</institution>
    </aff>
    <aff>
     <institution xml:lang="en">Voronezh State University of Forestry and Technologies named after G.F. Morozov</institution>
    </aff>
   </aff-alternatives>
   <aff-alternatives id="aff-2">
    <aff>
     <institution xml:lang="ru">Воронежский государственный лесотехнический университет им. Г.ф. Морозова</institution>
     <city>Voronezh</city>
     <country>RU</country>
    </aff>
    <aff>
     <institution xml:lang="en">Voronezh State University of Forestry and Technologies</institution>
     <city>Voronezh</city>
     <country>RU</country>
    </aff>
   </aff-alternatives>
   <pub-date publication-format="print" date-type="pub" iso-8601-date="2024-06-28T21:59:42+03:00">
    <day>28</day>
    <month>06</month>
    <year>2024</year>
   </pub-date>
   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2024-06-28T21:59:42+03:00">
    <day>28</day>
    <month>06</month>
    <year>2024</year>
   </pub-date>
   <volume>17</volume>
   <issue>2</issue>
   <fpage>62</fpage>
   <lpage>70</lpage>
   <history>
    <date date-type="received" iso-8601-date="2024-03-27T00:00:00+03:00">
     <day>27</day>
     <month>03</month>
     <year>2024</year>
    </date>
    <date date-type="accepted" iso-8601-date="2024-06-03T00:00:00+03:00">
     <day>03</day>
     <month>06</month>
     <year>2024</year>
    </date>
   </history>
   <self-uri xlink:href="https://naukaru.ru/en/nauka/article/84682/view">https://naukaru.ru/en/nauka/article/84682/view</self-uri>
   <abstract xml:lang="ru">
    <p>Для повышения качества транспортных услуг, кооперации между автомобильным и железнодорожным транспортом, улучшения экономичности и своевременности, рынок грузоперевозок нуждается в сервис-ориентированной модели, которая решает транспортные проблемы на основе требований клиентов. Поэтому исследование оптимизации маршрутов контейнерных перевозок общественным железнодорожным транспортом и комбинации видов транспорта имеет важное значение для повышения эффективности транспортных услуг. При планировании транспортных потребностей различных грузоотправителей необходимо разрабатывать разумные транспортные решения, обычно контролируя, как общие транспортные расходы, так и общее время транспортировки, планируя оптимальные маршруты и выбирая комбинацию видов транспорта. В данной работе рассматривается проблема оптимизации распределения общественного железнодорожного транспорта на основе бесперегрузочного режима. Целью разработанной математической модели было сокращение общей стоимости перевозки и общего времени, а также ограничение временного окна железнодорожного обслуживания в транзитных узлах. Для решения задачи оптимизации осуществления интермодальных грузовых перевозок предложен генетический алгоритм. Исходя из характеристик модели данной работы, для задачи оптимизации интермодального пути используется матричный подход к кодированию, который снижает сложность, а также сохраняет генетическую целостность потомков.</p>
   </abstract>
   <trans-abstract xml:lang="en">
    <p>In order to improve the quality of transport services, cooperation between road and long-distance transport, improve efficiency and timeliness, the freight transportation market needs a service-oriented model that solves transport problems based on customer requirements. Therefore, the study of the optimization of container transportation routes by public rail and a combination of modes of transport is important for improving the efficiency of transport services. When planning the transport needs of various shippers, it is necessary to develop reasonable transport solutions, usually controlling both total transport costs and total transportation time, planning optimal routes and choosing a combination of modes of transport. In this paper, the problem of optimizing the distribution of public railway transport on the basis of a non-stop mode is considered. The purpose of the developed mathematical model was to reduce the total cost of transportation and total time, as well as to limit the time window of railway service at transit hubs. A genetic algorithm is proposed to solve the problem of optimizing the implementation of intermodal freight transportation. Based on the characteristics of the model of this work, a matrix approach to coding is used for the task of optimizing the intermodal path, which reduces complexity and also preserves the genetic integrity of descendants.</p>
   </trans-abstract>
   <kwd-group xml:lang="ru">
    <kwd>Математическая модель</kwd>
    <kwd>генетический алгоритм</kwd>
    <kwd>мультимодальные перевозки</kwd>
    <kwd>оптимизация пути</kwd>
    <kwd>транспортная сеть</kwd>
   </kwd-group>
   <kwd-group xml:lang="en">
    <kwd>Mathematical model</kwd>
    <kwd>genetic algorithm</kwd>
    <kwd>multimodal transportation</kwd>
    <kwd>path optimization</kwd>
    <kwd>transport network</kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <p></p>
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