DocumentCode :
514924
Title :
Grey Optimal Algorithm to Multi-objective Reliability Optimum Design of Hydrodynamic Sliding Bearing
Author :
Che, Xiaoyi ; Luo, Youxin ; He, Zheming
Author_Institution :
Coll. of Mech. Eng., Hunan Univ. of Arts & Sci., Changde, China
Volume :
2
fYear :
2010
fDate :
13-14 March 2010
Firstpage :
362
Lastpage :
365
Abstract :
Aimed on the multi-objective design problem of hydrodynamic sliding bearing in gearbox, a general finding solution method was introduced to high dimension multi-objective reliability optimization problem with hybrid discrete variables and the multi-objective was transformed into single object to be found with improved synthetic degree of grey incidences. The method could reasonably deal with value adopting problems of hybrid discrete variables in optimization design. An equal probability chaotic emigration operator was introduced for carrying out improvement on the fundamental genetic algorithm, and the grey compound genetic algorithmic program for the multi-objective optimum design with hybrid discrete variables was developed. The multi-objective reliability optimum design example of hydrodynamic sliding bearing in gearbox showed that this algorithm has no special requirements on the characteristics of optimal designing problems, it has a fairly good universal adaptability and a reliable operation of program with a strong ability of overall convergence.
Keywords :
design engineering; gears; genetic algorithms; grey systems; hydrodynamics; machine bearings; reliability; equal probability chaotic emigration operator; gearbox; grey compound genetic algorithmic program; grey incidences; grey optimal algorithm; hybrid discrete variables; hydrodynamic sliding bearing; multiobjective reliability optimization; multiobjective reliability optimum design; Algorithm design and analysis; Art; Chaos; Convergence; Design methodology; Design optimization; Educational institutions; Genetic algorithms; Hydrodynamics; Mechanical engineering; Hydrodynamic sliding bearing; Optimization Design; Reliability; synthetic degree of Grey incidence;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
Conference_Location :
Changsha City
Print_ISBN :
978-1-4244-5001-5
Electronic_ISBN :
978-1-4244-5739-7
Type :
conf
DOI :
10.1109/ICMTMA.2010.8
Filename :
5459902
Link To Document :
بازگشت