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

Czarnowski I., Jedrzejowicz P., Ratajczak E.

Systems Science

2001

Vol. 27, nr 2

73-87

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.