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October 6, 2026
International N5 Symposium ‘Neural Networks and Nonlinearity in Nizhny Novgorod Brings Together Scientists from Russia and Serbia
The International N5 Symposium ‘Neural Networks and Nonlinearity in Nizhny Novgorod’ was held at the Nizhny Novgorod House of Scientists from September 23 to 26. The event was organised by HSE University–Nizhny Novgorod and the Nizhny Novgorod House of Scientists, with the participation of Sberbank and the Institute of Physics Belgrade. The symposium was held for the second time: the first conference took place in 2025 and attracted considerable interest from the academic community.
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Linara Khadimullina works in the field of low-carbon development. In an interview with the Young Scientists of HSE project, she spoke about why nature is not just a beautiful backdrop, her research on the role of sustainable corporate governance in reducing greenhouse gas emissions, and growing plants as a source of inspiration.
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Dominant, Weakly Stable, Uncovered Sets: Properties and Extensions

NRU Higher School of Economics , 2008. No. 3.
Subochev A.
Twelve sets, proposed as social choice solution concepts, are compared: the core, five versions of the uncovered set, two versions of the minimal weakly stable sets, the uncaptured set, the untrapped set, the minimal undominated set (strong top cycle) and the minimal dominant set (weak top cycle). The main results presented are the following. A criterion to determine whether an alternative belongs to a minimal weakly stable set is found. It establishes the logical connection between minimal weakly stable sets and covering relation. In tournaments and in general case it is determined for all twelve sets, whether each two of them are related by inclusion or not. In tournaments the concept of stability is employed to generalize the notions of weakly stable and uncovered sets. New concepts of k-stable alternatives and k-stable sets are introduced and their properties and mutual relations are explored. A concept of the minimal dominant set is generalized. It helps to establish that in general case all dominant sets are ordered by strict inclusion. In tournaments the hierarchies of the classes of k-stable alternatives and k-stable sets combined with the system of dominant sets constitute tournament’s structure (“microstructure” and “macrostructure” respectively). This internal structure may be treated as a system of reference, which is based on difference in degrees of stability. An algorithm for calculating the minimal dominant sets and the classes of k-stable alternatives is also given.
Research target: Mathematics Political Science, International Relations, and Public Administration Economics and Management Computer Science
Priority areas: economics mathematics
Language: English
Full text
Keywords: турнироптимальные системытеория графовsolution conceptmajority relationtournamentmatrix-vector representationcondorcet winnertop cycleuncovered setweakly stable setexternally stable setuncaptured setuntrapped setk-stable alternativek-stable setконцепция решениямажоритарное отношениематрично-векторное представлениепобедитель Кондорсемаксимальный циклнепокрытое множествослабоустойчивое множествовнешнеустойчивое множествонезахваченное множествонезапертое множествоk-устойчивая альтернативаk-устойчивое множествомоделирование процессов управлениятеория полезности и принятия решенийтеории организации и принятия экономических решенийпринятие политических решенийматематическая теория управляющих системформирование решений в интеллектуальной средемодели рассуждений
Publication based on the results of:
Модели принятия коллективных решений  (2009)
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