Temat: multi-objective optimisation - Katalog OPAC zbiorów

Skocz do pozycji: 1.

Tytuł:: Evolutionary Multi-Objective Pareto Optimisation of Diagnostic State Observers
Autorzy:: Kowalczuk, Z.
Suchomski, P.
Białaszewski, T.
Powiązania:: https://bibliotekanauki.pl/articles/908280.pdf
Data publikacji:: 1999
Wydawca:: Uniwersytet Zielonogórski. Oficyna Wydawnicza
Tematy:: diagnostyka
wyodrębnienie i wykrycie błędu
algorytm genetyczny
obserwator stanów
diagnostics
fault detection and isolation
genetic algorithms
multi-objective optimisation
Pareto optimality
residuals
state observers
Opis:: A multi-objective Pareto-optimisation procedure for the design of residual generators which constitute a primary instrument for model-based fault detection and isolation (FDI) in systems of plant monitoring and control is considered. An evolutionary approach to the underlying multi-objective optimisation problem is utilised. The resulting robust observer detector allows for FDI, taking into account the issue of false alarms.
Źródło:: International Journal of Applied Mathematics and Computer Science; 1999, 9, 3; 689-709
1641-876X
2083-8492
Pojawia się w:: International Journal of Applied Mathematics and Computer Science
Dostawca treści:: Biblioteka Nauki

Artykuł

Skocz do pozycji: 2.

Tytuł:: Niching mechanisms in evolutionary computations
Autorzy:: Kowalczuk, Z.
Białaszewski, T.
Powiązania:: https://bibliotekanauki.pl/articles/908461.pdf
Data publikacji:: 2006
Wydawca:: Uniwersytet Zielonogórski. Oficyna Wydawnicza
Tematy:: algorytm genetyczny
projektowanie inżynierskie
obliczenia ewolucyjne
obserwator detekcyjny
niching
ranking
Pareto optimality
genetic algorithms
evolutionary computations
multi-objective optimisation
solutions diversity
engineering designs
detection observers
Opis:: Different types of niching can be used in genetic algorithms (GAs) or evolutionary computations (ECs) to sustain the diversity of the sought optimal solutions and to increase the effectiveness of evolutionary multi-objective optimization solvers. In this paper four schemes of niching are proposed, which are also considered in two versions with respect to the method of invoking: a continuous realization and a periodic one. The characteristics of these mechanisms are discussed, while as their performance and effectiveness are analyzed by considering exemplary multi-objective optimization tasks both of a synthetic and an engineering (FDI) design nature.
Źródło:: International Journal of Applied Mathematics and Computer Science; 2006, 16, 1; 59-84
1641-876X
2083-8492
Pojawia się w:: International Journal of Applied Mathematics and Computer Science
Dostawca treści:: Biblioteka Nauki

Artykuł

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