Current Proceedings on Technology

Current Proceedings on Technology

Solving Optimization of System Reliability by Estimation of Distribution Algorithm

Yazarlar: Shang Gao, Ling Qiu

Cilt 3 , Sayı - , 2013 , Sayfalar -

Konular:-

Anahtar Kelimeler:Reliability optimization,Estimation distribution algorithm,Simulated annealing algorithm,Genetic algorithm,Particle swarm algorithm

Özet: Estimation of Distribution Algorithms ( EDAs ) is a new kind of evolution algorithm. In EDAs , through the statistics of the information of selected individuals in current group, the probability of the individual distribution in next generation is given and the next generation of group is formed by random sampling. A redundancy optimization model is given. A new method for optimization of system reliability is put forward based on estimation distribution algorithm and better population selection proportions are analyzed. Compared with simulated annealing algorithm, genetic algorithm and particle swarm algorithm, the estimation distribution algorithm is more effective through result. It can easily be modified for any combinatorial problem for which we have no good specialized algorithm.

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@article{2013, title={Solving Optimization of System Reliability by Estimation of Distribution Algorithm}, volume={3}, number={0}, publisher={Current Proceedings on Technology }, author={Shang Gao, Ling Qiu}, year={2013} }
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Shang Gao, Ling Qiu. (2013). Solving Optimization of System Reliability by Estimation of Distribution Algorithm (Vol. 3). Vol. 3. Current Proceedings on Technology .
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Shang Gao, Ling Qiu. Solving Optimization of System Reliability by Estimation of Distribution Algorithm. no. 0, Current Proceedings on Technology , 2013.
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