Evolutionary algorithms of optimization.
Choice of effective variants of complex systems control system.
Intellectual information technologies design automation.
Automated design of specialized highly parallel computing systems for real time data mining.
Innovation and investments management on defense industries.
Main publications:
Semenkin E. S. Optimizatsiya monotonnykh psevdobulevykh funktsii // Teoriya optimalnykh reshenii. - Vilnyus: IM i K AN LitSSR, 1985, vyp. 11. S. 40–50.
Antamoshkin A., Semenkin E. Optimization of unimodal monotone pseudoboolean functions // Kybernetika 26 (1990), pp. 432–442.
Antamoshkin A., Semenkin E. Optimization of polimodal locally monotone pseudo-boolean functions // Informatica 2 (1991), pp. 331–351.
Semenkin E., Abramovich K. Software system for solving multi-scale optimization problems // System Modelling and Optimization. - London: Chapmen & Holl, 1996. P. 497–501.
Semenkin E., Semenkina O. Hybrid methods in design of spacecrafts' control systems // Adaptive computing in engineering design and control. - Plymouth, 1996. P. 277–284.
Antamoshkin A., Semenkin E. Local Search Efficiency when Optimizing Unimodal Pseudoboolean Functions // Informatica (1998) Vol. 9, No 3. P. 1–17.
Semenkin E. S., Lebedev V. A. Metod obobschennogo adaptivnogo poiska dlya sinteza sistem upravleniya slozhnymi ob'ektami . - M.: MAKS Press, 2002. - 320 s.
Semenkin E. S., Lebedev V. A. Metod obobschennogo adaptivnogo poiska dlya optimizatsii slozhnykh sistem // Konversiya v mashinostroenii, # 2, 2002. - S. 36–43.
Semenkin E. S. i dr. Ob evolyutsionnykh algoritmakh resheniya slozhnykh zadach optimizatsii // Vestnik SibGAU. Vyp. 5. - 2003. - S. 14–23.
Semenkin E. S. i dr. Formalizatsiya zadach vybora effektivnogo varianta MVK raspredelennykh sistem upravleniya // Vestnik SibGAU. Vyp. 5. - 2003. - S. 24–31.
Semenkin E. S. i dr. Razrabotka i issledovanie gibridnogo evolyutsionnogo algoritma dlya optimizatsii upravleniya slozhnymi sistemami // Vestnik Kemerovskogo gosudarstvennogo universiteta. # 1(17), 2004. - S. 26–33.
Semenkin E. S. i dr. Programmnaya sistema avtomaticheskogo generirovaniya bazy znanii nechetkogo kontrollera // Vestnik Kemerovskogo gosudarstvennogo universiteta. # 1(17), 2004. - S. 34–40.
Semenkin E. S., Emelyanova M. N. Issledovanie effektivnosti koevolyutsionnogo algoritma // Vestnik SibGAU. Vyp. 6. - 2004. - S. 28–34.
Semenkin E. S. i dr. Geneticheskii algoritm uslovnoi optimizatsii v zadache vybora effektivnoi struktury sistemy upravleniya kosmicheskim apparatom // Vestnik Krasnoyarskogo gosudarstvennogo universiteta. Seriya "Fiziko-matematicheskie nauki", # 4. - 2005. - S. 228–233.
Semenkin E. S. Ob effektivnosti koevolyutsionnogo podkhoda v prakticheskikh zadachakh optimizatsii // Vestnik Krasnoyarskogo gosudarstvennogo universiteta. Seriya "Fiziko-matematicheskie nauki", # 4. - 2005. - S. 233–239.
Semenkin E. S. i dr. Gibridnyi evolyutsionnyi algoritm dlya zadach vybora effektivnykh variantov sistem upravleniya // Avtomatizatsiya i sovremennye tekhnologi, # 11. - 2005. - S. 24–31.
Semenkin E. S. Evolyutsionnye algoritmy podderzhki prinyatiya reshenii pri upravlenii slozhnymi sistemami // Vestnik Sibirskogo gosudarstvennogo aerokosmicheskogo universiteta im. M. F. Reshetneva. - Vyp. 7, 2005. - S. 83–85.
Semenkin E. S. i dr. Otsenka effektivnosti investitsionnoi deyatelnosti mashinostroitelnykh predpriyatii na osnove modelei ekonomicheskoi dinamiki i evolyutsionnykh algoritmov // Problemy mashinostroeniya i avtomatizatsii, # 2. - 2006. - S. 9–16.
Semenkin E. S., Kleshkov V. M. Modeli i algoritmy raspredeleniya obschikh resursov pri upravlenii innovatsiyami restrukturirovannogo mashinostroitelnogo predpriyatiya // Problemy mashinostroeniya i avtomatizatsii, # 3. - 2006. - S. 24–31.
Shakhnaz A. Akhmedova, Vladimir V. Stanovov, Eugene S. Semenkin, “Cooperation of bio-inspired and evolutionary algorithms for neural network design”, J. Sib. Fed. Univ. Math. Phys., 11:2 (2018), 148–158
Ch. Yu. Brester, V. V. Stanovov, O. È. Semenkina, E. S. Semenkin, “About the use of evolutionary algorithms in Big Data analysis”, Artificial Intelligence and Decision Making, 2017, no. 3, 82–93
2016
3.
Maxim Sidorov, Wolfgang Minker, Eugene S. Semenkin, “Speech-based emotion recognition and speaker identification: static vs. dynamic mode of speech representation”, J. Sib. Fed. Univ. Math. Phys., 9:4 (2016), 518–523
Roman B. Sergienko, Muhammad Shan, Wolfgang Minker, Eugene S. Semenkin, “Topic categorization based on collectives of term weighting methods for natural language call routing”, J. Sib. Fed. Univ. Math. Phys., 9:2 (2016), 235–245
Shakhnaz A. Akhmedova, Eugene S. Semenkin, “Collective bionic algorithm with biogeography based migration operator for binary optimization”, J. Sib. Fed. Univ. Math. Phys., 9:1 (2016), 3–10
Alexey V. Vashkevich, Vadim G. Zhukov, Eugene S. Semenkin, “Privacy-preserving building of self-organizing maps”, J. Sib. Fed. Univ. Math. Phys., 8:4 (2015), 478–486
7.
Anastasiia V. Spirina, Eugene S. Semenkin, Alexander Schmitt, Wolfgang Minker, “Interaction quality in human-human conversations: problems and possible solutions”, J. Sib. Fed. Univ. Math. Phys., 8:2 (2015), 217–223
8.
Maxim Sidorov, Alexander Schmitt, Eugene S. Semenkin, “Automated recognition of paralinguistic signals in spoken dialogue systems: ways of improvement”, J. Sib. Fed. Univ. Math. Phys., 8:2 (2015), 208–216
9.
Andrej Škraba, Davorin Kofjač, Anja Žnidaršič, Matjaž Maletič, Črtomir Rozman, Eugene S. Semenkin, Maria E. Semenkina, Vladimir V. Stanovov, “Application of self-gonfiguring genetic algorithm for human resource management”, J. Sib. Fed. Univ. Math. Phys., 8:1 (2015), 94–103
Sergey F. Burakov, Evgeny S. Semenkin, “Ordinary differential equations Cauchy problem solving with genetic programming techniques”, J. Sib. Fed. Univ. Math. Phys., 4:1 (2011), 61–69
2022
11.
A. F. Kaperko, A. V. Bogomolov, I. G. Bazhenova, T. I. Buldakova, S. V. Gavrilov, A. A. Galyaev, V. A. Gorelik, A. A. Grusho, E. G. Zhilyakov, A. V. Zamyatin, A. I. Kibzun, V. N. Kozlov, A. P. Krishchenko, S. V. Kuleshov, G. G. Lazareva, E. V. Larkin, T. M. Ledeneva, G. M. Martinov, V. V. Men'shikh, R. A. Munasypov, O. V. Nagornov, A. A. Nazarov, D. A. Novikov, D. V. Pashchenko, A. K. Petrenko, Yu. É. Pleshivtseva, A. L. Ronzhin, V. I. Rjazhskih, I. B. Saenko, K. E. Samouylov, P. V. Saraev, G. A. Sviridyuk, A. V. Sedov, E. S. Semenkin, D. N. Sidorov, O. A. Slavin, S. Yu. Solov'ev, V. B. Sulimov, G. A. Ougolnitsky, A. V. Khoperskov, V. P. Khranilov, P. Yu. Chebotarev, V. N. Chetverikov, T. B. Chistyakova, Yu. A. Shichkina, “Sergey Leonidovich Chernyshev (to Anniversary Since Birth)”, Vestnik YuUrGU. Ser. Mat. Model. Progr., 15:2 (2022), 125–127
12.
S. L. Chernyshev, I. G. Bazhenova, A. V. Bogomolov, T. I. Buldakova, S. V. Gavrilov, A. A. Galyaev, V. A. Gorelik, V. V. Gribova, A. A. Grusho, E. G. Zhilyakov, A. V. Zamyatin, A. F. Kaperko, A. I. Kibzun, V. N. Kozlov, A. P. Krishchenko, S. V. Kuleshov, G. G. Lazareva, E. V. Larkin, T. M. Ledeneva, G. M. Martinov, V. V. Men'shikh, R. A. Munasypov, O. V. Nagornov, A. A. Nazarov, D. A. Novikov, D. V. Pashchenko, A. K. Petrenko, Yu. É. Pleshivtseva, A. L. Ronzhin, E. Ya. Rubinovich, V. I. Rjazhskih, I. B. Saenko, K. E. Samouylov, P. V. Saraev, A. V. Sedov, E. S. Semenkin, D. N. Sidorov, O. A. Slavin, S. Yu. Solov'ev, V. B. Sulimov, G. A. Ougolnitsky, L. V. Utkin, A. V. Khoperskov, V. P. Khranilov, P. Yu. Chebotarev, V. N. Chetverikov, T. B. Chistyakova, Yu. A. Shichkina, “Рудаков Константин Владимирович (21.06.1954 – 10.07.2021). Памяти академика информатики”, Vestnik YuUrGU. Ser. Mat. Model. Progr., 15:1 (2022), 128–130
2020
13.
S. L. Chernyshev, A. V. Bogomolov, A. F. Kaperko, O. A. Slavin, I. G. Bazhenova, A. A. Bobtsov, T. I. Buldakova, S. V. Gavrilov, A. Г. Galyaev, V. A. Gorelik, V. V. Gribova, A. A. Grusho, E. G. Zhilyakov, A. V. Zamyatin, A. I. Kibzun, V. N. Kozlov, A. P. Krishchenko, S. V. Kuleshov, G. G. Lazareva, E. V. Larkin, T. M. Ledeneva, G. M. Martinov, V. V. Men'shikh, R. A. Munasypov, D. A. Novikov, D. V. Pashchenko, A. K. Petrenko, Yu. É. Pleshivtseva, A. L. Ronzhin, E. Ya. Rubinovich, K. V. Rudakov, V. I. Rjazhskih, I. B. Saenko, K. E. Samouylov, P. V. Saraev, G. A. Sviridyuk, A. V. Sedov, E. S. Semenkin, D. N. Sidorov, S. Yu. Solov'ev, V. B. Sulimov, G. A. Ougolnitsky, M. V. Ul'yanov, L. V. Utkin, A. V. Khoperskov, V. P. Khranilov, V. M. Chetverikov, T. B. Chistyakova, Yu. A. Shichkina, “Vladimir Evgenievich Pavlovsky (22.05.1950–03.06.2020)”, Vestnik YuUrGU. Ser. Mat. Model. Progr., 13:3 (2020), 116–118