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Numerical application of the SPEA algorithm to reliability multi-objective optimization

Guze S.

Journal of Polish Safety and Reliability Association

2015

Vol. 6, No. 1

101--114

The main aim of the paper is the computer-aided multi-objective reliability optimization using the SPEA algorithm. This algorithm and the binary knapsack problem are described. Furthermore, the computer program that solves the knapsack problem with accordance to SPEA algorithm is introduced. Example of the possible application of this program to the multi-objective reliability optimization of exemplary parallel-series system is shown.

Application of the knapsack problem to reliability multi-criteria optimization

Guze S.

Journal of Polish Safety and Reliability Association

2014

Vol. 5, No. 1

85--90

The main aim of the paper is to translate reliability problems to the knapsack optimization problem. The review of the known methods of multi-criteria optimization is done. Particularly, the SPEA algorithm is presented. Furthermore, the 0-1 knapsack problem solution by SPEA algorithm is introduced and used to the reliability optimization of exemplary parallel-series system.

Strength Pareto Evolutionary Approach to weather routing - preliminary results

Szłapczynska J, Śmierzchalski R.

Prace Naukowe Politechniki Warszawskiej. Elektronika

2008

z. 165

221-228

This paper describes application of Strength Pareto Evolutionary Algorithm (SPEA) to an optimization problem in weather routing. The paper includes a description of SPEA algorithm and defines the constrained weather routing optimization problem. It also presents a proposal and preliminary test results of SPEA-based weather routing evolutionary algorithm.