A hybrid-neural network and population learning algorithm approach to solving reliability optimization problem

• Autorzy: Czarnowski I. , Jedrzejowicz P. , Ratajczak E.
• Języki publikacji: EN

Abstrakty

EN

The paper proposes a hybrid approach integrating dedicated artificial neural network (ANN) and population learning algorithm (PLA) applied to maximising system reliability under cost and technical feasibility constraints. The paper includes a formulation of the system reliability optimisation (SRO) problem and a description of the dedicated neural network trained by applying the population learning algorithm. A solution to the example SRO problem is shown and results of the computational experiment are presented and discussed.

Słowa kluczowe

EN

systems analysis

• Wydawca: Oficyna Wydawnicza Politechniki Wrocławskiej
• Czasopismo: Systems Science
• Rocznik: 2001
• Tom: Vol. 27, nr 2
• Strony: 73--87
• Opis fizyczny: Bibliogr. 13 poz.,

Twórcy

autor

Czarnowski I.

autor

Jedrzejowicz P.

autor

Ratajczak E.

• Department of Information Systems, Gdynia Maritime Academy, Morska 83, 81-225 Gdynia, Poland