<?xml version="1.0" encoding="UTF-8"?> <!DOCTYPE book PUBLIC "-//NLM//DTD BITS Book Interchange DTD v2.3 20210610//EN" "BITS-book2.3.dtd"> <book xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" book-type="conference-proceedings" dtd-version="2.3" xml:lang="ru"> <front> <book-meta>  <book-id book-id-type="isbn">978-5-6044690-6-4</book-id>   <book-id pub-id-type="doi">10.21661/a-700</book-id>   <title-group>  <book-title xml:lang="ru">Актуальные направления научных исследований: перспективы развития</book-title>   <trans-title-group xml:lang="en"> <trans-title>Relevant lines of scientific research: theory and practice</trans-title> </trans-title-group>  </title-group>  <description xml:lang="ru"> <p>В сборнике представлены материалы участников XII Международной научно-практической конференции, посвященные актуальным направлениям развития образования и науки. Приведены результаты теоретических и прикладных изысканий представителей научного и образовательного сообщества в данной области.
Предназначен для широкого круга читателей.</p> </description>   <contrib-group>  <contrib contrib-type="editor" id="editor1">  <contrib-id contrib-id-type="role">chief_editor</contrib-id>    <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Широков</surname> <given-names>Олег Николаевич</given-names> </name>   <name name-style="western" xml:lang="en"> <surname>Shirokov</surname> <given-names>Oleg Nikolaevich</given-names> </name>  </name-alternatives>   <email xlink:type="simple">425954@rambler.ru</email> </contrib>  <contrib contrib-type="editor" id="editor2">    <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Абрамова</surname> <given-names>Людмила Алексеевна</given-names> </name>   <name name-style="western" xml:lang="en"> <surname>Abramova</surname> <given-names>Lyudmila Alexeevna</given-names> </name>  </name-alternatives>   <email xlink:type="simple">labramova@interactive-plus.ru</email> </contrib>  <contrib contrib-type="editor" id="editor3">  <contrib-id contrib-id-type="role">executive_editor</contrib-id>    <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Яковлева</surname> <given-names>Татьяна Валериановна</given-names> </name>   <name name-style="western" xml:lang="en"> <surname>Yakovleva</surname> <given-names>Tatyana Valerianovna</given-names> </name>  </name-alternatives>   <email xlink:type="simple">info@interactive-plus.ru</email> </contrib>  <contrib contrib-type="editor" id="editor4">  <contrib-id contrib-id-type="role">associate_editor</contrib-id>    <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Кулагина</surname> <given-names>Татьяна Юрьевна</given-names> </name>   </name-alternatives>    </contrib>  </contrib-group>   <contrib-group>  <contrib contrib-type="member-of-organizing-committee" id="orgcomm1">  <contrib-id contrib-id-type="role">chief_editor</contrib-id>    <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Широков</surname> <given-names>Олег Николаевич</given-names> </name>   <name name-style="western" xml:lang="en"> <surname>Shirokov</surname> <given-names>Oleg Nikolaevich</given-names> </name>  </name-alternatives>   </contrib>  <contrib contrib-type="member-of-organizing-committee" id="orgcomm2">    <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Абрамова</surname> <given-names>Людмила Алексеевна</given-names> </name>   <name name-style="western" xml:lang="en"> <surname>Abramova</surname> <given-names>Lyudmila Alexeevna</given-names> </name>  </name-alternatives>   </contrib>  <contrib contrib-type="member-of-organizing-committee" id="orgcomm3">    <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Бекназаров</surname> <given-names>Рахым Агибаевич</given-names> </name>   <name name-style="western" xml:lang="en"> <surname>Beknazarov</surname> <given-names>Rahym Agibaevich</given-names> </name>  </name-alternatives>   </contrib>  <contrib contrib-type="member-of-organizing-committee" id="orgcomm4">    <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Иваницкий</surname> <given-names>Александр Юрьевич</given-names> </name>   <name name-style="western" xml:lang="en"> <surname>Ivanitsky</surname> <given-names>Aleksandr Yuryevich</given-names> </name>  </name-alternatives>   </contrib>  <contrib contrib-type="member-of-organizing-committee" id="orgcomm5">    <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Корнилов</surname> <given-names>Иван Константинович</given-names> </name>   <name name-style="western" xml:lang="en"> <surname>Kornilov</surname> <given-names>Ivan Konstantinovich</given-names> </name>  </name-alternatives>   </contrib>  <contrib contrib-type="member-of-organizing-committee" id="orgcomm6">    <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Стойчева</surname> <given-names>Мария Стойчева</given-names> </name>   <name name-style="western" xml:lang="en"> <surname>Stoycheva</surname> <given-names>Mariya Stoycheva</given-names> </name>  </name-alternatives>   </contrib>  </contrib-group>   <event>  <event-desc xml:lang="ru">Актуальные направления научных исследований: перспективы развития</event-desc>   <event-desc xml:lang="en">Relevant lines of scientific research: theory and practice</event-desc>   <conf-date> <day>01</day> <month>01</month> <year>1900</year> </conf-date>    <conf-loc xml:lang="ru">Чебоксары</conf-loc>  </event>   <publisher> <publisher-name>Центр научного сотрудничества «Интерактив плюс»</publisher-name> </publisher>    <pub-date pub-type="collection"> <year>2020</year> </pub-date>    <permissions> <copyright-statement>Copyright &#x00A9; Могилев А. А., 2020</copyright-statement> <copyright-year>2020</copyright-year> <license license-type="open-access" 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>  </book-meta> <book-part book-part-type="conference-paper"> <book-part-meta>   <book-id custom-type="publisher-id" pub-id-type="custom">541322</book-id> <title-group>  <chapter-title xml:lang="ru">Применение модифицированных генетических операторов в генетическом алгоритме составления расписаний</chapter-title>   <trans-title-group xml:lang="en"> <trans-title>Primenenie modifitsirovannykh geneticheskikh operatorov v geneticheskom algoritme sostavleniia raspisanii</trans-title> </trans-title-group>  </title-group>  <contrib-group>   <contrib contrib-type="author" id="author1">   <name-alternatives>  <name name-style="eastern" xml:lang="ru"> <surname>Могилев</surname> <given-names>Алексей Алексеевич</given-names> </name>   <name name-style="western" xml:lang="en"> <surname>Mogilev</surname> <given-names>Aleksei Alekseevich</given-names> </name>   </name-alternatives>  <email xlink:type="simple">alexmogilev08@mail.ru</email> <xref ref-type="aff" rid="aff1"/> </contrib>   <aff-alternatives id="aff1">   <aff xml:lang="ru">  <institution>ФГАОУ ВО «Южный федеральный университет»</institution>   <country>Россия</country> </aff>    <aff xml:lang="en">  <institution>FSAEI of HE &quot;Southern Federal University&quot;</institution>   <country>Russia</country> </aff>   </aff-alternatives>  </contrib-group>   <fpage>122</fpage> <lpage>125</lpage>   <abstract xml:lang="ru"> <p>в статье предложена структура модифицированного генетического алгоритма для решения задачи построения расписания проекта с учетом ограниченности ресурсов. Актуальность исследования определяется тем, что задачи теории расписаний имеют широкое применение в решении множества инженерных и управленческих задач. Научная новизна исследования определяется применением в генетическом алгоритме модифицированных операторов (кроссинговер на основе ряда чисел Фибоначчи, мутация на основе дихотомии и транспозиция) для решения задачи планирования проектов.</p> </abstract>           <kwd-group xml:lang="ru">  <kwd>генетический алгоритм</kwd>  <kwd>генетические операторы</kwd>  <kwd>теория расписаний</kwd>  </kwd-group>        </book-part-meta> </book-part> </front>  <back> <ref-list> <title>References</title>  <ref id="ref1"> <label>1</label> <citation-alternatives>  <mixed-citation xml:lang="ru">Лазарев А.А. Теория расписаний. Задачи и алгоритмы: учеб. пособ. / А.А. Лазарев, Е.Р. Гафаров. – М.: Московский государственный университет им. М.В. Ломоносова, 2011. – 222 с.</mixed-citation>    </citation-alternatives> <element-citation publication-type="other">  <person-group person-group-type="author">  <name> <surname>Лазарев</surname> <given-names>А. А.</given-names> </name>  <name> <surname>Гафаров</surname> <given-names>Е. Р.</given-names> </name>  </person-group>   <article-title>Теория расписаний. Задачи и алгоритмы</article-title>               <publisher-loc>М.</publisher-loc> <publisher-name>Московский государственный университет им. М.В. Ломоносова</publisher-name>  </element-citation> </ref>  <ref id="ref2"> <label>2</label> <citation-alternatives>  <mixed-citation xml:lang="ru">Abdolshah M.A Review of Resource-Constrained Project Scheduling Problems (RCPSP) Approaches and Solutions // International Transaction Journal of Engineering, Management, &amp; Applied Sciences &amp; Technologies. – 2014. – №1. – С. 253–286.</mixed-citation>    </citation-alternatives> <element-citation publication-type="other">  <person-group person-group-type="author">  <name> <surname>Abdolshah</surname> <given-names>M.</given-names> </name>  </person-group>   <article-title>Review of Resource-Constrained Project Scheduling Problems (RCPSP) Approaches and Solutions</article-title> <source>International Transaction Journal of Engineering, Management, &amp; Applied Sciences &amp; Technologies</source> <year>2014</year>  <issue>1</issue> <fpage>253</fpage> <lpage>286</lpage>         </element-citation> </ref>  <ref id="ref3"> <label>3</label> <citation-alternatives>  <mixed-citation xml:lang="ru">Гладков Л.А. Генетические алгоритмы: учебное пособ. / Л.А. Гладков, В.В. Курейчик, В.М. Курейчик. – 2-е изд. – М.: Физматлит, 2006. – 320 с.</mixed-citation>    </citation-alternatives> <element-citation publication-type="other">  <person-group person-group-type="author">  <name> <surname>Гладков</surname> <given-names>Л. А.</given-names> </name>  <name> <surname>Курейчик</surname> <given-names>В. В.</given-names> </name>  <name> <surname>Курейчик</surname> <given-names>В. М.</given-names> </name>  </person-group>   <article-title>Генетические алгоритмы</article-title>               <publisher-loc>М.</publisher-loc> <publisher-name>Физматлит</publisher-name>  </element-citation> </ref>  <ref id="ref4"> <label>4</label> <citation-alternatives>  <mixed-citation xml:lang="ru">Шевляков А.О. Решение rcpsp при нечетких трудозатратах выполнения операций / А.О. Шевляков, М.Г. Матвеев // Вестник ВГУ. – 2015.</mixed-citation>    </citation-alternatives> <element-citation publication-type="other">  <person-group person-group-type="author">  <name> <surname>Шевляков</surname> <given-names>А. О.</given-names> </name>  <name> <surname>Матвеев</surname> <given-names>М. Г.</given-names> </name>  </person-group>   <article-title>Решение rcpsp при нечетких трудозатратах выполнения операций</article-title> <source>Вестник ВГУ</source> <year>2015</year>             </element-citation> </ref>  <ref id="ref5"> <label>5</label> <citation-alternatives>  <mixed-citation xml:lang="ru">Morillo-Torres, Luis Fernando Moreno-Velásquez &amp; Francisco Javier Díaz-Serna. A branch and bound hybrid algorithm with four deterministic heuristics for the resource constrained project scheduling problem (RCPSP) / Daniel Morillo-Torres, Luis Fernando Moreno-Velásquez &amp; Francisco Javier Díaz-Serna. – 2014.</mixed-citation>    </citation-alternatives> <element-citation publication-type="other">   <article-title>A branch and bound hybrid algorithm with four deterministic heuristics for the resource constrained project scheduling problem (RCPSP)</article-title>               </element-citation> </ref>  <ref id="ref6"> <label>6</label> <citation-alternatives>  <mixed-citation xml:lang="ru">Gutierrez-Franco E.A Genetic Algorithm for the Resource Constrained Project Scheduling Problem (RCPSP) // International Transaction Journal of Engineering, Management, &amp; Applied Sciences &amp; Technologies. – 2014. – №1. – С. 13–22.</mixed-citation>    </citation-alternatives> <element-citation publication-type="other">  <person-group person-group-type="author">  <name> <surname>Gutierrez-Franco</surname> <given-names>E.</given-names> </name>  </person-group>   <article-title>Genetic Algorithm for the Resource Constrained Project Scheduling Problem (RCPSP)</article-title> <source>International Transaction Journal of Engineering, Management, &amp; Applied Sciences &amp; Technologies</source> <year>2014</year>  <issue>1</issue> <fpage>13</fpage> <lpage>22</lpage>         </element-citation> </ref>  <ref id="ref7"> <label>7</label> <citation-alternatives>  <mixed-citation xml:lang="ru">Habibi, Farhad &amp; Barzinpour, Farnaz &amp; Sadjadi, Seyed. (2018). Resource-constrained project scheduling problem: review of past and recent developments</mixed-citation>    </citation-alternatives> <element-citation publication-type="other">   <article-title>Resource-constrained project scheduling problem: review of past and recent developments</article-title> <source>Journal of Project Management</source>              </element-citation> </ref>  <ref id="ref8"> <label>8</label> <citation-alternatives>  <mixed-citation xml:lang="ru">Zhu, X., Ruiz, R., Li, S., &amp; Li, X. (2017). An effective heuristic for project scheduling with resource availability cost</mixed-citation>    </citation-alternatives> <element-citation publication-type="other">  <person-group person-group-type="author">  <name> <surname>Zhu</surname> <given-names>X.</given-names> </name>  <name> <surname>Ruiz</surname> <given-names>R.</given-names> </name>  <name> <surname>Li</surname> <given-names>S.</given-names> </name>  <name> <surname>Li</surname> <given-names>X.</given-names> </name>  </person-group>   <article-title>An effective heuristic for project scheduling with resource availability cost. , 257(3), 746–762</article-title> <source>European Journal of Operational Research</source>              </element-citation> </ref>  <ref id="ref9"> <label>9</label> <citation-alternatives>  <mixed-citation xml:lang="ru">Yuan, X., Liu, J., &amp; Wimmers, M. O. (2015, May). A multi-agent genetic algorithm with variable neighborhood search for resource investment project scheduling problems. In 2015 IEEE Congress on Evolutionary Computation (CEC) (pp. 23–30). IEEE.</mixed-citation>    </citation-alternatives> <element-citation publication-type="other">  <person-group person-group-type="author">  <name> <surname>Yuan</surname> <given-names>X.</given-names> </name>  <name> <surname>Liu</surname> <given-names>J.</given-names> </name>  <name> <surname>Wimmers</surname> <given-names>M. O.</given-names> </name>  </person-group>   <article-title>A multi-agent genetic algorithm with variable neighborhood search for resource investment project scheduling problems</article-title>               </element-citation> </ref>  <ref id="ref10"> <label>10</label> <citation-alternatives>  <mixed-citation xml:lang="ru">Shirzadeh Chaleshtarti, A., Shadrokh, S., &amp; Fathi, Y. (2014). Branch and bound algorithms for resource constrained project scheduling problem subject to nonrenewable resources with prescheduled procurement. Mathematical Problems in Engineering, 2014.</mixed-citation>    </citation-alternatives> <element-citation publication-type="other">  <person-group person-group-type="author">  <name> <surname>Shirzadeh Chaleshtarti</surname> <given-names>A.</given-names> </name>  <name> <surname>Shadrokh</surname> <given-names>S.</given-names> </name>  <name> <surname>Fathi</surname> <given-names>Y.</given-names> </name>  </person-group>   <article-title>Branch and bound algorithms for resource constrained project scheduling problem subject to nonrenewable resources with prescheduled procurement</article-title> <source>Mathematical Problems in Engineering</source> <year>2014</year>             </element-citation> </ref>  <ref id="ref11"> <label>11</label> <citation-alternatives>  <mixed-citation xml:lang="ru">Azizoglu, M., Çetinkaya, F. C., &amp; Pamir, S. K. (2015). LP relaxation-based solution algorithms for the multi-mode project scheduling with a non-renewable resource. European Journal of Industrial Engineering, 9 (4), 450–469.</mixed-citation>    </citation-alternatives> <element-citation publication-type="other">  <person-group person-group-type="author">  <name> <surname>Azizoglu</surname> <given-names>M.</given-names> </name>  <name> <surname>Çetinkaya</surname> <given-names>F. C.</given-names> </name>  <name> <surname>Pamir</surname> <given-names>S. K.</given-names> </name>  </person-group>   <article-title>LP relaxation-based solution algorithms for the multi-mode project scheduling with a non-renewable resource</article-title> <source>European Journal of Industrial Engineering</source> <year>2015</year>  <issue>9 (4)</issue> <fpage>450</fpage> <lpage>469</lpage>         </element-citation> </ref>  </ref-list> </back>  </book>