Zielonogórska Biblioteka Cyfrowa udostępnia 67 113 obiektów cyfrowych
Obiekt
Tytuł: Stochastic neural networks for feasibility checking
Contributor:
Korbicz, Józef (1951- ) - red. ; Uciński, Dariusz - red.
Group publication title:
Abstract:
Complex diagnosis problems, defined by high-level models, often lead to constraint-based discrete optimization tasks. A logical description of large, complex systems usually contains numerous variables. The first test of the logical description is typically to check the feasibility in order to know that there is no contradiction in the model. ; This can be formulated as an optimization problem and methods of discrete optimization theory can then be used. The purpose of the paper is to show that stochastic neural networks can be applied to this type of tasks and the networks are efficient tools for finding feasible or good-quality configurations. ; Boltzmann and mean-field neural networks were tested on large-sized complex problems. The paper presents simulation results obtained from a real application task and compares the performance of the neural networks being examined.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Resource Identifier:
Pages:
Source:
AMCS, volume 9, number 4 (1999) ; kliknij tutaj, żeby przejść
Language:
License CC BY 4.0:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Kolekcje, do których przypisany jest obiekt:
- Digital Library of Zielona Góra > Repository > Faculties > Faculty of Computer, Electrical and Control Engineering
- Digital Library of Zielona Góra > Repository > Types of work > Articles
- Digital Library of Zielona Góra > Repository > Scientific journals and UZ publishing series > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (1999)
Data ostatniej modyfikacji:
14 lip 2025
Data dodania obiektu:
11 mar 2021
Liczba wyświetleń treści obiektu:
204
Wszystkie dostępne wersje tego obiektu:
https://www.zbc.uz.zgora.pl/publication/64917
Wyświetl opis w formacie RDF:
Wyświetl opis w formacie OAI-PMH:
| Nazwa wydania | Data |
|---|---|
| Stochastic neural networks for feasibility checking | 14 lip 2025 |
Obiekty Podobne
Niewiadomska-Szynkiewicz, Ewa Marks, Michał Korbicz, Józef (1951- ) - ed.
Zhou, Min Huang, Xiaoxiao Liu, Haipeng Zheng, Dingchang Niemiec, Marcin - ed. Dziech, Andrzej - ed. Wassermann, Jakob - ed.
Kulczycki, Piotr Łukasik, Szymon Korbicz, Józef (1951- ) - red. Kowal, Marek - red.
Sun, Weiwei Shen, Liang Shao, Hu Liu, Pengjie Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
Brdyś, Mietek A. Borowa, Adam Idźkowiak, Piotr Brdyś, Marcin T. Korbicz, Józef (1951- ) - ed.
Gamino-Carranza, Arturo Kitowski, Zygmunt - ed. Piskur, Paweł - ed. Hożyń , Stanisław - ed.
Kryazhimskii, Arkadii Triggiani, Roberto- ed. Maksimov, Vyacheslav I. - ed.
Biedrzycki, Rafał Arabas, Jarosław Korbicz, Józef (1951- ) - red. Uciński, Dariusz - red.
