<?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">sustain</journal-id><journal-title-group><journal-title xml:lang="ru">Надежность</journal-title><trans-title-group xml:lang="en"><trans-title>Dependability</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1729-2646</issn><issn pub-type="epub">2500-3909</issn><publisher><publisher-name>RAMS Journal Limited liability company</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.21683/1729-2646-2015-0-4-16-29</article-id><article-id custom-type="elpub" pub-id-type="custom">sustain-100</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>СТРУКТУРНАЯ НАДЕЖНОСТЬ. ТЕОРИЯ И ПРАКТИКА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>STRUCTURAL RELIABILITY. THE THEORY AND PRACTICE</subject></subj-group></article-categories><title-group><article-title>РАНЖИРОВАНИЕ ЭЛЕМЕНТОВ СИСТЕМЫ НА ОСНОВЕ НЕЧЕТКИХ ОТНОШЕНИЙ: МЕТОД НАИМЕНЬШЕГО ВЛИЯНИЯ</article-title><trans-title-group xml:lang="en"><trans-title>RANKING OF SYSTEM ELEMENTS ON THE BASIS OF FUZZY RELATIONS: THE LEAST INFLUENCE METHOD</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Ротштейн</surname><given-names>А. П.</given-names></name><name name-style="western" xml:lang="en"><surname>Rotstein</surname><given-names>A. P.</given-names></name></name-alternatives><bio xml:lang="ru"><p>доктор технический наук, профессор, профессор кафедры управления промышленностью</p></bio><bio xml:lang="en"><p>Doctor of Technical Sciences, Professor, Professor of Chair Industrial Management</p></bio><email xlink:type="simple">alexrot@inbox.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Иерусалимский политехнический институт</institution><country>Израиль</country></aff><aff xml:lang="en"><institution>Technological University of Jerusalem</institution><country>Israel</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2015</year></pub-date><pub-date pub-type="epub"><day>06</day><month>07</month><year>2016</year></pub-date><volume>0</volume><issue>4</issue><fpage>16</fpage><lpage>29</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Ротштейн А.П., 2016</copyright-statement><copyright-year>2016</copyright-year><copyright-holder xml:lang="ru">Ротштейн А.П.</copyright-holder><copyright-holder xml:lang="en">Rotstein A.P.</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.dependability.ru/jour/article/view/100">https://www.dependability.ru/jour/article/view/100</self-uri><abstract><p>В этой статье предложен новый метод ранжирования элементов при обеспечении надежности систем с применением теории нечетких отношений. Задача ранжирования сведена к автоматической классификации на основе транзитивного замыкания нечеткого отношения сходства. Это позволяет разбивать множество элементов системы на непересекающиеся классы, не различимые по важности.</p><p>Для построения нечеткого отношения сходства каждый элемент системы представляется в виде вектора влияний. Мерой сходства пары элементов является расстояние между двумя векторами. Степень влияния каждого элемента предложено вычислять методом наименьшего влияния, который использует экспертные знания о наименьшем влиянии элемента и сравнение с ним других влияний по 9-бальной шкале Саати.</p><p>Предложенный метод свободен от допущения о независимости элементов и бинарном характерe надежности: «есть отказ - нет отказа». Возможными сферами применения предложенного метода являются системы с плохо определенной структурой и многофункциональными элементами: организационные, эргатические, военные и т.п.</p></abstract><trans-abstract xml:lang="en"><p>This paper proposes a new method of ranking of elements to ensure the reliability of systems with application of the fuzzy relations theory. The ranking problem is formulated as automatic classification on the basis of the transitive closure of similarity fuzzy relation. It makes possible to divide a set of system’s elements into disjoint classes undistinguishable by importance.</p><p>For construction of a similarity fuzzy relation, each element of a system is represented in the form of a vector of influences. A measure of similarity of pair of elements is the distance between two vectors. Degree of influence of each element is proposed to be calculated by a method of the least influence, which uses expert knowledge about the least influence of an element and comparison of other influences with it by the 9-point Saaty scale.</p><p>The proposed method is free from assumption on independence of elements and binary character of reliability: «there is a fault – there is no fault». Possible fields of application of the proposed method are systems with ill-defined structure and multifunctional elements, e.g. organizational, ergatic, military ones, etc.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>система</kwd><kwd>надежность</kwd><kwd>важность элемента</kwd><kwd>нечеткое отношение влияния</kwd><kwd>транзитивное замыкание</kwd><kwd>кластерный анализ</kwd></kwd-group><kwd-group xml:lang="en"><kwd>system</kwd><kwd>reliability</kwd><kwd>importance of element</kwd><kwd>fuzzy relation of influence</kwd><kwd>transitive closure</kwd><kwd>cluster analysis</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">Birnbaum Z.W. On the importance of different components in a multicomponent system. In P.R.Krishnaiah ( ed ), Multivariate analysis - 2, New York : Academic Press, 1969, pp. 581-592.</mixed-citation><mixed-citation xml:lang="en">Birnbaum Z.W. On the importance of different components in a multicomponent system. In P.R.Krishnaiah (ed), Multivariate analysis – 2, New York : Academic Press, 1969, pp. 581-592</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Barlow R. and Proschan F. Statistical theory of reliability and life testing. New York: Holt, Rinehart and Winston, 1975</mixed-citation><mixed-citation xml:lang="en">Barlow R. and Proschan F. Statistical theory of reliability and life testing. New York: Holt, Rinehart and Winston, 1975</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Hong J.S. and Lie C.H. Joint reliability importance of two edges in undirected network. IEEE transaction on reliability 42 (1), 1993, pp.17-23</mixed-citation><mixed-citation xml:lang="en">Hong J.S. and Lie C.H. Joint reliability importance of two edges in undirected network. IEEE transaction on reliability 42 (1), 1993, pp.17-23</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Gertsbakh I. B. and Shpungin Y. Combinatorial approach to component importance indexes in coherent systems. Probability in the Engineering and Information Sciences, 2011. Pp.1-12</mixed-citation><mixed-citation xml:lang="en">Gertsbakh I. B. and Shpungin Y. Combinatorial approach to component importance indexes in coherent systems. Probability in the Engineering and Information Sciences, 2011. Pp.1-12</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Gertsbakh I. and Shpungin Y. Network reliability and resilience. Springer Heidelberg, 2011</mixed-citation><mixed-citation xml:lang="en">Gertsbakh I. and Shpungin Y. Network reliability and resilience. Springer Heidelberg, 2011</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Ryabinin I. A. Reliability of engineering systems. Principles and Analysis. Moskow . Mir, 1976</mixed-citation><mixed-citation xml:lang="en">Ryabinin I. A. Reliability of engineering systems. Principles and Analysis. Moskow . Mir, 1976</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Zadeh L. A. The concept of linguistic variable and its application to approximate reasoning. Memorandum ERLM411, Berkely, October , 1973</mixed-citation><mixed-citation xml:lang="en">Zadeh L. A. The concept of linguistic variable and its application to approximate reasoning. Memorandum ERLM411, Berkely, October , 1973</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Нечипоренко В.И. Структурный анализ и методы построения надежных систем. М. Советское радио , 1968</mixed-citation><mixed-citation xml:lang="en">Nechiporenko V. I. Structural analysis and methods of construction of reliable systems. M. Sovetskoe radio, 1968</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Нечипоренко В.И. Структурный анализ систем. Эффективность и надежность . М. Советское радио, 1977</mixed-citation><mixed-citation xml:lang="en">Nechiporenko V. I. Structural analysis of systems.  Efficiency and reliability. M. Sovetskoe radio, 1977</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Парницкий Г. Основы статистической информатики. М. Финансы и статистика , 1981</mixed-citation><mixed-citation xml:lang="en">Parnitsky G. Basics of statistical computer science. M. Finansy and statistics, 1981</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Zadeh L. Similarity relations and fuzzy orderings, Information Sciences, Vol.3, 1971, pp. 177-200</mixed-citation><mixed-citation xml:lang="en">Zadeh L. Similarity relations and fuzzy orderings, Information Sciences, Vol.3, 1971, pp. 177-200</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Tamura S., Higuchi S. and Tanaka K. Pattern classification based on fuzzy relations, IEEE transaction on Systems, man and Cybernetics, vol. SMC-1, Nu.1, 1971, pp.61-66</mixed-citation><mixed-citation xml:lang="en">Tamura S., Higuchi S. and Tanaka K. Pattern classification based on fuzzy relations, IEEE transaction on Systems, man and Cybernetics, vol. SMC-1, Nu.1, 1971, pp.61-66</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Rotshtein A., Shnaider E., Schneider M. and Kandel A. Fuzzy multicriterial selection of alternatives: The worst-case method, International journal of intelligent systems, 01/2010, pp.948-957</mixed-citation><mixed-citation xml:lang="en">Rotshtein A., Shnaider E., Schneider M. and Kandel A. Fuzzy multicriterial selection of alternatives : The worst-case method, International journal of intelligent systems, 01/2010, pp.948-957</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Saaty T.L. Mathematical models of arms control and disarmament. John Willey &amp; Sons, 1968</mixed-citation><mixed-citation xml:lang="en">Saaty T.L. Mathematical models of arms control and disarmament. John Willey &amp; Sons, 1968</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>
