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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">mathnas</journal-id><journal-title-group><journal-title xml:lang="ru">Труды Института математики НАН Беларуси</journal-title><trans-title-group xml:lang="en"><trans-title>Proceedings of the Institute of Mathematics of the NAS of Belarus</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1812-5093</issn><publisher><publisher-name>Институт математики НАН Беларуси</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.67268/1812-5093-2026-34-1s-32-49</article-id><article-id custom-type="edn" pub-id-type="custom">VEVQUF</article-id><article-id custom-type="elpub" pub-id-type="custom">mathnas-183</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>ДИСКРЕТНАЯ МАТЕМАТИКА И МАТЕМАТИЧЕСКАЯ КИБЕРНЕТИКА</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>DISCRETE MATHEMATICS AND MATHEMATICAL CYBERNETICS</subject></subj-group></article-categories><title-group><article-title>Параметрические задачи полубесконечного программирования: свойства функций решений</article-title><trans-title-group xml:lang="en"><trans-title>Parametric semi-infinite programming problems: properties of solution functions</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>Костюкова</surname><given-names>О. И.</given-names></name><name name-style="western" xml:lang="en"><surname>Kostyukova</surname><given-names>O. I.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Минск</p></bio><email xlink:type="simple">kostyukova@im.bas-net.by</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Чемисова</surname><given-names>Т. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Tchemisova</surname><given-names>T. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Факультет математики, Университетский кампус Сантьяго, Авейру</p></bio><bio xml:lang="en"><p>Department of Mathematics, Campus Universitario Santiago, Aveiro</p></bio><email xlink:type="simple">tatiana@ua.pt</email><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff xml:lang="ru" id="aff-1"><institution>Институт математики НАН Беларуси</institution><country>Belarus</country></aff><aff-alternatives id="aff-2"><aff xml:lang="ru"><institution>Университет Авейру</institution><country>Португалия</country></aff><aff xml:lang="en"><institution>University of Aveiro</institution><country>Portugal</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>07</day><month>11</month><year>2026</year></pub-date><volume>34</volume><issue>1s</issue><fpage>32</fpage><lpage>49</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Костюкова О.И., Чемисова Т.В., 2026</copyright-statement><copyright-year>2026</copyright-year><copyright-holder xml:lang="ru">Костюкова О.И., Чемисова Т.В.</copyright-holder><copyright-holder xml:lang="en">Kostyukova O.I., Tchemisova T.V.</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://mathnas.ejournal.by/jour/article/view/183">https://mathnas.ejournal.by/jour/article/view/183</self-uri><abstract><p>В работе исследуются анализ чувствительности и асимптотическое поведение решений параметрических выпуклых задач полубесконечного программирования с компактными полиэдральными индексными множествами. Анализируются свойства оптимальных решений, множителей Лагранжа и множества активных индексов при стремлении параметра к номинальному значению. При стандартных предположениях о гладкости, выпуклости и выполнении условий регулярности ограничений получены соотношения, характеризующие пределы и производные первого порядка соответствующих прямых и двойственных функций решений.</p></abstract><trans-abstract xml:lang="en"><p>We study sensitivity and asymptotic behavior of solutions to parametric convex semi-infinite programming problems with compact polyhedral index sets. We analyze properties of optimal solutions, Lagrange multipliers, and active sets as the parameter approaches a nominal value. Under standard smoothness, convexity, and constraint qualification assumptions, we characterize the limits and first-order derivatives of the associated primal and dual mappings.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>выпуклая оптимизация</kwd><kwd>полубесконечное программирование</kwd><kwd>параметрические задачи</kwd><kwd>прямая и двойственная задачи</kwd><kwd>функции решений</kwd></kwd-group><funding-group><funding-statement xml:lang="ru">The work was supported by the Institute of Mathematics of the National Academy of Sciences of Belarus under the state program “Convergence–2030” and by CIDMA (https://ror.org/05pm2mw36) under the Portuguese Foundation for Science and Technology (FCT, https://ror.org/00snfqn58), Grant UID/04106/2025 (https://doi.org/10.54499/UID/04106/2025).</funding-statement><funding-statement xml:lang="en">The work was supported by the Institute of Mathematics of the National Academy of Sciences of Belarus under the state program “Convergence–2030” and by CIDMA (https://ror.org/05pm2mw36) under the Portuguese Foundation for Science and Technology (FCT, https://ror.org/00snfqn58), Grant UID/04106/2025 (https://doi.org/10.54499/UID/04106/2025).</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">Fiacco A. V. Introduction to Sensitivity and Stability Analysis in Nonlinear Programming. New York, Academic Press, 1983.</mixed-citation><mixed-citation xml:lang="en">Fiacco A. V. Introduction to Sensitivity and Stability Analysis in Nonlinear Programming. New York, Academic Press, 1983.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Levitin E. S. Perturbation Theory in Mathematical Programming and its Applications. Moscow, Nauka, 1992 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Levitin E. S. Perturbation Theory in Mathematical Programming and its Applications. Moscow, Nauka, 1992 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Bonnans J. F., Shapiro A. Perturbation Analysis of Optimization Problems. Springer Science &amp; Business Media, 2013.</mixed-citation><mixed-citation xml:lang="en">Bonnans J. F., Shapiro A. Perturbation Analysis of Optimization Problems. Springer Science &amp; Business Media, 2013.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Hettich R., Kortanek K. Semi-infinite programming: Theory, methods and applications. SIAM Review, 1993, vol. 35, iss. 3, pp. 380–429.</mixed-citation><mixed-citation xml:lang="en">Hettich R., Kortanek K. Semi-infinite programming: Theory, methods and applications. SIAM Review, 1993, vol. 35, iss. 3, pp. 380–429.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Stecher J., Kiltz, L., Ruess N., Graichen K. Why engineers should care about semi-infinite programming: Nominal versus tolerance-aware geometry optimization of a proportional electromagnetic actuator. IFAC-PapersOnLine, 2025, vol. 59, iss. 17, pp. 113–118.</mixed-citation><mixed-citation xml:lang="en">Stecher J., Kiltz, L., Ruess N., Graichen K. Why engineers should care about semi-infinite programming: Nominal versus tolerance-aware geometry optimization of a proportional electromagnetic actuator. IFAC-PapersOnLine, 2025, vol. 59, iss. 17, pp. 113–118.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Castillo E., Minguez R., Castillo C. Sensitivity analysis in optimization and reliability problems. Reliability Engineering &amp; System Safety, 2008, vol. 93, iss. 12, pp. 1788–1800.</mixed-citation><mixed-citation xml:lang="en">Castillo E., Minguez R., Castillo C. Sensitivity analysis in optimization and reliability problems. Reliability Engineering &amp; System Safety, 2008, vol. 93, iss. 12, pp. 1788–1800.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Ben-Tal A., Nemirovski A. Selected topics in robust convex optimization. Mathematical Programming, 2008, vol. 112, iss. 1, pp. 125–158.</mixed-citation><mixed-citation xml:lang="en">Ben-Tal A., Nemirovski A. Selected topics in robust convex optimization. Mathematical Programming, 2008, vol. 112, iss. 1, pp. 125–158.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Puschke J., Djelassi H., Kleinekorte J., Hannemann-Tama´s R., Mitsos A. Robust dynamic optimization of batch processes under parametric uncertainty: Utilizing approaches from semi-infinite programs. Computers &amp; Chemical Engineering, 2018, vol. 116, pp. 253–267.</mixed-citation><mixed-citation xml:lang="en">Puschke J., Djelassi H., Kleinekorte J., Hannemann-Tama´s R., Mitsos A. Robust dynamic optimization of batch processes under parametric uncertainty: Utilizing approaches from semi-infinite programs. Computers &amp; Chemical Engineering, 2018, vol. 116, pp. 253–267.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Bank B., Guddat J., Klatte D., Kummer B., Tammer K. Non-Linear Parametric Optimization. Birkhauser, Basel, 1983.</mixed-citation><mixed-citation xml:lang="en">Bank B., Guddat J., Klatte D., Kummer B., Tammer K. Non-Linear Parametric Optimization. Birkhauser, Basel, 1983.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Izmailov A. F. Sensitivity of solutions to systems of optimality conditions under the violation of constraint qualifications. Computational Mathematics and Mathematical Physics, 2007, vol. 47, iss. 4, pp. 533–554.</mixed-citation><mixed-citation xml:lang="en">Izmailov A. F. Sensitivity of solutions to systems of optimality conditions under the violation of constraint qualifications. Computational Mathematics and Mathematical Physics, 2007, vol. 47, iss. 4, pp. 533–554.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Dontchev A. L. Rockafellar R. T. Characterizations of Lipschitzian stability in nonlinear programming. Fiacco A. V. (Ed.). Mathematical Programming with Data Perturbations, CRC Press, 2020, pp. 65–82.</mixed-citation><mixed-citation xml:lang="en">Dontchev A. L. Rockafellar R. T. Characterizations of Lipschitzian stability in nonlinear programming. Fiacco A. V. (Ed.). Mathematical Programming with Data Perturbations, CRC Press, 2020, pp. 65–82.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Dempe S. Directional differentiability of optimal solutions under Slater’s condition. Mathematical Programming, 1993, vol. 59, iss. 1, pp. 49–69.</mixed-citation><mixed-citation xml:lang="en">Dempe S. Directional differentiability of optimal solutions under Slater’s condition. Mathematical Programming, 1993, vol. 59, iss. 1, pp. 49–69.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Lo´pez M. A., Still G. Semi-infinite programming. European Journal of Operational Research, 2007, vol. 180, iss. 2, pp. 491–518.</mixed-citation><mixed-citation xml:lang="en">Lo´pez M. A., Still G. Semi-infinite programming. European Journal of Operational Research, 2007, vol. 180, iss. 2, pp. 491–518.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Goberna M. A., Lo´ pez M. A. Post-Optimal Analysis in Linear Semi-Infinite Optimization. Springer, Briefs in Optimization, 2014.</mixed-citation><mixed-citation xml:lang="en">Goberna M. A., Lo´ pez M. A. Post-Optimal Analysis in Linear Semi-Infinite Optimization. Springer, Briefs in Optimization, 2014.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Reemtsen R., Ruckmann J. J. (Eds.). Semi-Infinite Programming. New York, Springer Science &amp; Business Media, 2013. 514 p.</mixed-citation><mixed-citation xml:lang="en">Reemtsen R., Ruckmann J. J. (Eds.). Semi-Infinite Programming. New York, Springer Science &amp; Business Media, 2013. 514 p.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Goberna M. A., Terlaky T., Todorov M. I. Sensitivity analysis in linear semi-infinite programming via partitions. Mathematics of Operations Research, 2010, vol. 35, iss. 1, pp. 14–26.</mixed-citation><mixed-citation xml:lang="en">Goberna M. A., Terlaky T., Todorov M. I. Sensitivity analysis in linear semi-infinite programming via partitions. Mathematics of Operations Research, 2010, vol. 35, iss. 1, pp. 14–26.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Rockafellar R. T., Wets R. J.-B. Variational Analysis. Springer Science &amp; Business Media, 2009.</mixed-citation><mixed-citation xml:lang="en">Rockafellar R. T., Wets R. J.-B. Variational Analysis. Springer Science &amp; Business Media, 2009.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Ca´novas M. J., Lo´pez M. A., Mordukhovich B. S., Parra J. Variational analysis in semi-infinite and infinite programming, I: Stability of linear inequality systems of feasible solutions. SIAM Journal on Optimization, 2010, vol. 20, iss. 3, pp. 1504–1526.</mixed-citation><mixed-citation xml:lang="en">Ca´novas M. J., Lo´pez M. A., Mordukhovich B. S., Parra J. Variational analysis in semi-infinite and infinite programming, I: Stability of linear inequality systems of feasible solutions. SIAM Journal on Optimization, 2010, vol. 20, iss. 3, pp. 1504–1526.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Poore A. B. Bifurcation problems for some parametric nonlinear programs in Banach spaces. SIAM Journal on Control and Optimization, 1996, vol. 34, iss. 6, pp. 1947–1971.</mixed-citation><mixed-citation xml:lang="en">Poore A. B. Bifurcation problems for some parametric nonlinear programs in Banach spaces. SIAM Journal on Control and Optimization, 1996, vol. 34, iss. 6, pp. 1947–1971.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Levitin E. S., Polyak B. T. Constrained minimization methods. Computational Mathematics and Mathematical Physics, 1966, vol. 6, iss. 5, pp. 1–50 (in Russian).</mixed-citation><mixed-citation xml:lang="en">Levitin E. S., Polyak B. T. Constrained minimization methods. Computational Mathematics and Mathematical Physics, 1966, vol. 6, iss. 5, pp. 1–50 (in Russian).</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Polyak B. T. Introduction to Optimization. New York, Optimization Software, Inc., Publications Division, 1987.</mixed-citation><mixed-citation xml:lang="en">Polyak B. T. Introduction to Optimization. New York, Optimization Software, Inc., Publications Division, 1987.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Zheng X. Y., Liu S. T. Levitin–Polyak well-posedness and stability for parametric optimization problems. Journal of Optimization Theory and Applications, 2021, vol. 189, iss. 1, pp. 112–134.</mixed-citation><mixed-citation xml:lang="en">Zheng X. Y., Liu S. T. Levitin–Polyak well-posedness and stability for parametric optimization problems. Journal of Optimization Theory and Applications, 2021, vol. 189, iss. 1, pp. 112–134.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Mitsos A., Gharbaoui B., Stein O. Recent advances in nonconvex semi-infinite programming: Applications and algorithms. Journal of Computing and Optimization, 2021, vol. 5, iss. 2, pp. 105–124.</mixed-citation><mixed-citation xml:lang="en">Mitsos A., Gharbaoui B., Stein O. Recent advances in nonconvex semi-infinite programming: Applications and algorithms. Journal of Computing and Optimization, 2021, vol. 5, iss. 2, pp. 105–124.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Lo´pez M. A. A brief tutorial on semi-infinite optimization: Theory, models and new analytical constructions. Top / Springer Nature, 2026, vol. 34, iss. 1, pp. 1–25.</mixed-citation><mixed-citation xml:lang="en">Lo´pez M. A. A brief tutorial on semi-infinite optimization: Theory, models and new analytical constructions. Top / Springer Nature, 2026, vol. 34, iss. 1, pp. 1–25.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Eaves B. C. On quadratic programming. Management Science, 1971, vol. 17, iss. 11, pp. 698–711.</mixed-citation><mixed-citation xml:lang="en">Eaves B. C. On quadratic programming. Management Science, 1971, vol. 17, iss. 11, pp. 698–711.</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Kostyukova O., Tchemisova T., Kurdina M. Existence theorem and optimality conditions for a class of convex semi-infinite problems with noncompact index sets. Statistics, Optimization &amp; Information Computing, 2017, vol. 5, iss. 4, pp. 278–294.</mixed-citation><mixed-citation xml:lang="en">Kostyukova O., Tchemisova T., Kurdina M. Existence theorem and optimality conditions for a class of convex semi-infinite problems with noncompact index sets. Statistics, Optimization &amp; Information Computing, 2017, vol. 5, iss. 4, pp. 278–294.</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Kostyukova O., Tchemisova T., Kurdina M. On optimal properties of special nonlinear and semiinfinite problems arising in parametric optimization. Statistics, Optimization &amp; Information Computing, 2017, vol. 5, iss. 2, pp. 99–108.</mixed-citation><mixed-citation xml:lang="en">Kostyukova O., Tchemisova T., Kurdina M. On optimal properties of special nonlinear and semiinfinite problems arising in parametric optimization. Statistics, Optimization &amp; Information Computing, 2017, vol. 5, iss. 2, pp. 99–108.</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>
