• DocumentCode
    2182265
  • Title

    Study on Fuzzy Reliability Multi-Objective Optimization of Incomplete Probability Information Systems Base on Genetic Algorithms

  • Author

    Zhang Qiang ; Li Shou-ju

  • Author_Institution
    Coll. of Mech. Eng., Liaoning Tech. Univ., Fuxin, China
  • fYear
    2010
  • fDate
    24-26 Aug. 2010
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    In view of system reliable multi-objective optimization design question which the conventional optimization method were mutually contradictory attribute and difficulty, It proposed multi-objective fuzzy reliability optimization decision method based on genetic algorithm and non-probability distribution information. The method used fuzzy set membership function characteristic to reflect objective function relatively important degree and used the probabilistic perturbation method and Edgeworth series technique to transform incomplete probability information for the standardized normal distribution function, then ,it make simple target model with each goal coordinated degree, it uses the conventional optimization method to obtain the multi-objective optimization satisfactory solution. Finally, It gives an example to confirm this method is validity.
  • Keywords
    fuzzy set theory; genetic algorithms; information systems; normal distribution; reliability; Edgeworth series technique; fuzzy set theory; genetic algorithm; information system; membership function; multi-objective optimization design; normal distribution function; probabilistic perturbation method; reliability; Gaussian distribution; Optimization; Perturbation methods; Reliability engineering; Stochastic processes; Transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Management and Service Science (MASS), 2010 International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-5325-2
  • Electronic_ISBN
    978-1-4244-5326-9
  • Type

    conf

  • DOI
    10.1109/ICMSS.2010.5577551
  • Filename
    5577551