<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<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">sibadi</journal-id><journal-title-group><journal-title xml:lang="ru">Научный рецензируемый журнал "Вестник СибАДИ"</journal-title><trans-title-group xml:lang="en"><trans-title>The Russian Automobile and Highway Industry Journal</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2071-7296</issn><issn pub-type="epub">2658-5626</issn><publisher><publisher-name>The Siberian State Automobile and Highway University</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26518/2071-7296-2018-5-660-671</article-id><article-id custom-type="elpub" pub-id-type="custom">sibadi-744</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>ТРАНСПОРТ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>TRANSPORT</subject></subj-group></article-categories><title-group><article-title>УПРАВЛЕНИЕ ПРОПУСКНОЙ СПОСОБНОСТЬЮ ГОРОДСКИХ ДОРОГ В УСЛОВИЯХ ВЫБОРА ПАССАЖИРАМИ СПОСОБА ПЕРЕДВИЖЕНИЯ</article-title><trans-title-group xml:lang="en"><trans-title>CAPACITY PLANNING OF URBAN ROADS IN CONDITION OF PASSENGERS’ TRAVEL MODE CHOICE</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-1976-7418</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Корягин</surname><given-names>М. Е.</given-names></name><name name-style="western" xml:lang="en"><surname>Koryagin</surname><given-names>M. E.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Корягин Марк Евгеньевич - доктор технических наук, доцент, профессор кафедры высшей математики, ScopusAuthorID 12794946600, ResearcherIDM-1500-2013.</p><p>630049, Новосибирск, ул. Дуси Ковальчук, 191</p></bio><bio xml:lang="en"><p>Koryagin Mark Evgenievich - Doctor of Technical Sciences, Associate Professor, Professor of the Department of Higher Mathematics, Scopus Author ID 12794946600, Researcher ID M-1500-2013.</p><p>630049, Novosibirsk, 191, Dusi Kovalchuk St.</p></bio><email xlink:type="simple">math@stu.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/0000-0001-7487-0939</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Тимофеева</surname><given-names>Е. Г.</given-names></name><name name-style="western" xml:lang="en"><surname>Timofeeva</surname><given-names>E. G.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Тимофеева Елена Геннадьевна - старший преподаватель кафедры высшей математики.</p><p>630049, Новосибирск, ул. Дуси Ковальчук, д. 191</p></bio><bio xml:lang="en"><p>Timofeeva Elena Gennadievna - Senior Lecturer of the Department of Higher Mathematics.</p><p>630049, Novosibirsk, 191, Dusi Kovalchuk St.</p></bio><email xlink:type="simple">timlama@rambler.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>ФГБОУ ВО Сибирский государственный университет путей сообщения</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Siberian State University of Railway Engineering</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2018</year></pub-date><pub-date pub-type="epub"><day>11</day><month>11</month><year>2018</year></pub-date><volume>15</volume><issue>5</issue><fpage>660</fpage><lpage>671</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Корягин М.Е., Тимофеева Е.Г., 2018</copyright-statement><copyright-year>2018</copyright-year><copyright-holder xml:lang="ru">Корягин М.Е., Тимофеева Е.Г.</copyright-holder><copyright-holder xml:lang="en">Koryagin M.E., Timofeeva E.G.</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://vestnik.sibadi.org/jour/article/view/744">https://vestnik.sibadi.org/jour/article/view/744</self-uri><abstract><sec><title>Введение</title><p>Введение. В статье исследуется проблема управления городским пассажирским транспортом. Участниками транспортной системы являются муниципальные органы власти и пассажиры. Муниципальные органы власти должны оптимизировать ширину проезжей части дороги и частоту движения общественного транспорта. Проезжая часть состоит из двух частей: выделенная полоса для общественного транспорта и полоса для движения личного автотранспорта. Время передвижения на личном автотранспорте зависит от количества полос и выбора пассажирами способа передвижения. Цель пассажиров: минимизировать стоимость передвижения, включающую стоимость времени пассажира. Пассажиры находят оптимальное соотношение между общественным и личным транспортом.</p></sec><sec><title>Методы и материалы</title><p>Методы и материалы. Математическая модель выбора способа передвижения построена на основе экспоненциального распределения стоимости пассажиро-часа. Время передвижения на личном транспорте описывается BPR-моделью. Конфликт между муниципальными органами власти и пассажирами описывается с помощью теоретико-игровой модели.</p></sec><sec><title>Результаты</title><p>Результаты. Доказано существование равновесия Нэша для данной модели. Численный пример показывает влияние стоимости времени пассажира и интенсивности пассажиропотока на равновесные ширину проезжей части дороги и частоту движения общественного транспорта.</p></sec><sec><title>Обсуждение и заключение</title><p>Обсуждение и заключение. Представленная модель позволяет оптимизировать пропускную способность сети дорог в условиях выделенных полос для общественного транспорта и выбора пассажирами способа передвижения. Дальнейшие исследования будут направлены на управление количеством парковочных мест. Также поставлена задача обобщения модели на маршрутную сеть городского пассажирского транспорта и множество перегонов и перекрестков, описывающих дороги реального города.</p></sec></abstract><trans-abstract xml:lang="en"><sec><title>Introduction</title><p>Introduction. The authors conduct the research of the urban passenger transportation problem. Municipal authorities and passengers are regarded as participants of the passenger transportation system. Moreover, the municipal authorities have to optimize road width and public transport frequency. The road consists of a bus lane and lanes for personal vehicles. The vehicle travel time depends on the number of road lanes and passengers’ choice of the travel mode. The passengers’ goal is to minimize total travel costs, including time value. Therefore, the passengers try to find the optimal ratio between public transport and cars.</p></sec><sec><title>Materials and methods</title><p>Materials and methods. The mathematical model for choosing the mode of transportation is based on the exponential distribution of the passenger cost. Time of movement on personal transport is described by the BPR model. The conflict between municipal authorities and the passengers is described as a theoretic model.</p></sec><sec><title>Results</title><p>Results. The existence of Nash equilibrium in the model is proved. In addition, the numerical example shows the influence of time value and intensity of passenger flow on the equilibrium of the road width and of public transport frequency.</p><p>Discussion and conclusions. The presented model allows optimizing the capacity of the road network in conditions of allocated lanes for public transport and the choice of transportation for passengers. Further research would be aimed at managing the number of parking spaces.</p><p>The task is also to generalize the model of the urban passenger transport network, directions and intersections, which describe the real city roads.</p></sec></trans-abstract><kwd-group xml:lang="ru"><kwd>городская транспортная система</kwd><kwd>выделенные полосы</kwd><kwd>общественный транспорт</kwd><kwd>личный автомобильный транспорт</kwd><kwd>пропускная способность</kwd><kwd>пассажиро-час</kwd><kwd>заторы</kwd><kwd>BPR-модель</kwd><kwd>теория принятия решений</kwd><kwd>теория игр</kwd><kwd>равновесие Нэша</kwd></kwd-group><kwd-group xml:lang="en"><kwd>urban transport system</kwd><kwd>lanes</kwd><kwd>public transport</kwd><kwd>personal road transport</kwd><kwd>bandwidth</kwd><kwd>passenger traffic</kwd><kwd>traffic congestion</kwd><kwd>BPR model</kwd><kwd>decision theory</kwd><kwd>game theory</kwd><kwd>Nash equilibrium</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Wright L., Hook W.Bus Rapid Transit Planning Guide. New York: Institute for Transportation and Development Policy. 2007. [Электронный ресурс]. Режим доступа https://go.itdp.org/display/live/Bus+Rapid+Transit+Plan-ning+Guide+in+English (дата обращения 23.01.2018).</mixed-citation><mixed-citation xml:lang="en">Wright L., Hook W. Bus Rapid Transit Planning Guide. New York: Institute for Transportation and Development Policy. 2007. Available at: https://go.itdp.org/display/live/Bus+Rapid+Tran-sit+Planning+Guide+in+English (Assessed at 23.09.2018).</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Braess D., Nagurney A., Wakolbinger T. On a paradox of traffic planning // Transportation science. 2005. Т. 39. №. 4. pp. 446-450. DOI:10.1287/trsc.1050.0127</mixed-citation><mixed-citation xml:lang="en">Braess D., Nagurney A., Wakolbinger T. On a paradox of traffic planning // Transportation science. 2005. Vol. 39. no 4. pp. 446-450. DOI: 10.1287/trsc.1050.0127</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Downs A. The Law of peak-hour expressway congestion // Traffic Quarterly. 1962. T. 16. № 6. pp. 393-409.URL: http://worldcat.org/issn/00410713</mixed-citation><mixed-citation xml:lang="en">Downs, A. The Law of peak-hour expressway congestion // Traffic Quarterly. 1962. Vol. 16. no 6. pp. 393-409. URL: http://worldcat.org/issn/00410713</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Skrinjar J.P., Abramovic B., BrnjacN.The use of game theory in urban transport planning // Technical Gazette. 2015. Т 22. №. 6. pp. 16171621. DOI:10.17559/TV-20140108101820</mixed-citation><mixed-citation xml:lang="en">Skrinjar J.P., Abramovic B., BrnjacN.The use of game theory in urban transport planning // Technical Gazette. 2015. Vol. 22. no 6. pp. 16171621. DOI: 10.17559/TV-20140108101820</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Cortes-Berrueco L. E., Gershenson C., Stephens C. R. Traffic games: modeling freeway traffic with game theory // PLoS one. 2016. Т 11. №. 11. С. e0165381.DOI:doi.org/10.1371/journal.pone.0165381</mixed-citation><mixed-citation xml:lang="en">Cortes-Berrueco L.E., Gershenson C., Stephens C.R. Traffic games: modeling freeway traffic with game theory // PLoS one. 2016. Vol. 11. no 11. pp. e0165381. DOI: doi.org/10.1371/journal.pone.0165381</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Wu C., Pei Y., Gao J. Evolution game model of travel mode choice in metropolitan //Discrete Dynamics in Nature and Society. 2015. Т 2015. DOI: http://dx.doi.org/10.1155/2015/638972</mixed-citation><mixed-citation xml:lang="en">Wu C., Pei Y., Gao J. Evolution game model of travel mode choice in metropolitan // Discrete Dynamics in Nature and Society. 2015. Vol. 2015. DOI: http://dx.doi.org/10.1155/2015/638972</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Evans A.A theoretical comparison of competition with other economic regimes for bus services //Journal of Transport Economics and Policy. 1987. Т 21. № 1. pp. 7-36. URL: https://www.jstor.org/stable/20052800</mixed-citation><mixed-citation xml:lang="en">Evans A.A theoretical comparison of competition with other economic regimes for bus services // Journal of Transport Economics and Policy. 1987. Vol. 21. no 1. pp. 7-36.URL: https://www.jstor.org/stable/20052800</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Koryagin M.E. Competition of public transport flows // Automation and Remote Control. 2008. Vol. 69. No 8. pp. 1380-1389. DOI: https://doi.org/10.1134/S0005117908080109</mixed-citation><mixed-citation xml:lang="en">Koryagin M.E. Competition of public transport flows // Automation and Remote Control. 2008. Vol. 69. no 8. pp. 1380-1389. DOI: https://doi.org/10.1134/S0005117908080109</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Dodgson J.S., Katsoulacos Y Quality competition in bus services. // Journal of Transport Economics and Policy. 1988. Т 22. № 3. pp. 263-281.URL: https://www.jstor.org/stable/20052854</mixed-citation><mixed-citation xml:lang="en">Dodgson J.S., Katsoulacos Y Quality competition in bus services. // Journal of Transport Economics and Policy. 1988. Vol. 22. no 3. pp. 263-281.URL: https://www.jstor.org/sta-ble/20052854</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Patriksson M. The traffic assignment problem: models and methods. Courier Dover Publications, 2015. 240 p.</mixed-citation><mixed-citation xml:lang="en">Patriksson M. The traffic assignment problem: models and methods. Courier Dover Publications, 2015. 240 p.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Dafermos S.C., Sparrow F.T. The traffic assignment problem for a general network // Journal. of Research of the National Bureau of Standard. 1969. Т 73B. pp. 91-118.URL: https://archive.org/details/jresv73Bn2p91</mixed-citation><mixed-citation xml:lang="en">Dafermos S.C., Sparrow F.T. The traffic assignment problem for a general network // Journal. of Research of the National Bureau of Standard. 1969. Vol. 73B. pp. 91-118. URL: https://archive.org/details/jresv73Bn2p91</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Cao Y., Zuo Z.Y., Yang Z.Z. Regional differential parking pricing strategy based on metro park-and-ride // JIAOTONG YUNSHU XITONG GONGCHENG YU XINXI. 2017. Т 17. №. 3. pp. 12-18.</mixed-citation><mixed-citation xml:lang="en">Cao Y., Zuo Z.Y., Yang Z.Z. Regional differential parking pricing strategy based on metro park-and-ride // JIAOTONG YUNSHU XITONG GONGCHENG YU XINXI. 2017. Vol. 17. no 3. pp. 12-18.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Koryagin M. Urban Planning: a Game Theory Application for the Travel Demand Management // Periodica Polytechnica Transportation Engineering. 2018. Vol. 46. No 4. pp. 171-178. DOI: https://doi.org/10.3311/PPtr.9410</mixed-citation><mixed-citation xml:lang="en">Koryagin M. Urban Planning: a Game Theory Application for the Travel Demand Management // PeriodicaPolytechnica Transportation Engineering, 2018. Vol. 46. no 4. pp. 171-178. DOI: https://doi.org/10.3311/PPtr.9410</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Ben-Dor G., Ben-Elia E., Benenson I. Assessing the Impacts of Dedicated Bus Lanes on Urban Traffic Congestion and Modal Split with an Agent-Based Model // Procedia computer science. 2018. Т 130. pp. 824-829. DOI: https://doi.org/10.1016/j.procs.2018.04.071</mixed-citation><mixed-citation xml:lang="en">Ben-Dor G., Ben-Elia E., Benenson I. Assessing the Impacts of Dedicated Bus Lanes on Urban Traffic Congestion and Modal Split with an Agent-Based Model // Procedia computer science. 2018. Vol. 130. pp. 824-829. DOI: https://doi.org/10.1016/j.procs.2018.04.071</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Papageorgiou G., Ioannou P.A, Pitsil-lides A., Aphamis T., Maimaris A. Development and Evaluation of Bus Priority Scenarios Via Microscopic Simulation Models // IFACPro-ceedings Volumes. 2009. Т 42. № 15. pp. 434-441. DOI: https://doi.org/10.3182/20090902-3-US-2007.0098</mixed-citation><mixed-citation xml:lang="en">Papageorgiou G., Ioannou P.A, Pitsil-lides A., Aphamis T., Maimaris A. Development and Evaluation of Bus Priority Scenarios Via Microscopic Simulation Models // IFAC Proceedings Volumes. 2009. Vol. 42. no 15. pp. 434-441. DOI: https://doi.org/10.3182/20090902-3-US-2007.0098</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Tirachini A. and Hensher D.A. Bus congestion, optimal infrastructure investment and the choice of a fare collection system in dedicated bus corridors // Transportation Research Part B: Methodological. 2011. Т 45. № 5. pp. 828-844. DOI:https://doi.org/10.1016/j.trb.2011.02.006</mixed-citation><mixed-citation xml:lang="en">Tirachini A. and Hensher D.A. Bus congestion, optimal infrastructure investment and the choice of a fare collection system in dedicated bus corridors // Transportation Research Part B: Methodological. 2011. Vol. 45. no 5. pp. 828-844. DOI: https://doi.org/10.1016/j.trb.2011.02.006</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Jara-Diaz S., Gschwender A. Towards a general microeconomic model for the operation of public transport // TransportRev-iews. 2003. Т 23. № 4. pp. 453-469. DOI: doi.org/10.1080/0144164032000048922</mixed-citation><mixed-citation xml:lang="en">Jara-Diaz S., Gschwender A. Towards a general microeconomic model for the operation of public transport // Transport Reviews. 2003. Vol. 23. no 4. pp. 453-469. DOI: doi.org/10.1080/0144164032000048922</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Horowitz J.L., Koppelman F.S., Lerman, S.R. A Self-Instructing Course in Disaggregate Mode Choice Modeling. Technology Sharing Program. Washington: U. S. Department of Transportation. 1986. 190 p.</mixed-citation><mixed-citation xml:lang="en">Horowitz J.L., Koppelman F.S., Lerman, S.R. A Self-Instructing Course in Disaggregate Mode Choice Modeling. Technology Sharing Program. Washington: U. S. Department of Transportation. 1986. 190 p.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Koryagin M.E. Game theory approach to optimizing of public transport traffic under conditions of travel mode choice by passengers // Transport Problems. 2014. Vol. 9. No 3. pp. 117-124.URL: http://transportproblems.polsl.pl/pl/Archiwum/2014/zeszyt3/2014t9z3_13.pdf</mixed-citation><mixed-citation xml:lang="en">Koryagin M.E. Game theory approach to optimizing of public transport traffic under conditions of travel mode choice by passengers // Transport Problems. 2014. Vol. 9. no 3. pp. 117-124.URL: http://transportproblems.polsl.pl/pl/Archiwum/2014/zeszyt3/2014t9z3_13.pdf</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Glicksberg I.L. A Further Generalization of the Kakutani Fixed Point Theorem, with Application to Nash Equilibrium // Proceedings of the American Mathematical Society. 1952. Т 3. № 1. pp. 170-174. DOI: 10.2307/2032478</mixed-citation><mixed-citation xml:lang="en">Glicksberg I.L. A Further generalization of the Kakutani fixed point theorem, with application to Nash equilibrium // Proceedings of the American Mathematical Society. 1952. Vol. 3. no 1. pp. 170—174. DOI:10.2307/2032478</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>
