DocumentCode :
2040133
Title :
Modified PSO-FLAC Coupling Optimum Method and Application in Underground Engineering Design
Author :
Jiang, Quan ; Wan, Xiangbing
Author_Institution :
Inst. of Rock & Soil Mech., Chinese Acad. of Sci., Wuhan
fYear :
2009
fDate :
23-24 May 2009
Firstpage :
1
Lastpage :
4
Abstract :
To improve the performance of PSO (Particle Swarm Optimization), a modified algorithm named CDPSO (Colony Density Particle Swarm Optimization) is presented based on the comprehension that the space density character of particles embodies the convergence speed and global optimization ability of particle swarm. By the way of adopting dynamic nonconforming inertia coefficient and acceleration coefficient according to density factor, a high efficient global search PSO algorithm is achieved. For the purpose of application in underground engineering design conveniently, a new method of coupling CDPSO and FLAC, an excellent aided design software in underground engineering, is put forward. The CDPSO-FLAC coupling method implements the cooperation between optimization searching and safety calculation of engineering by embedding the CDPSO algorithm into computational kernel of FLAC. The method is used successfully in the support design of a northwest tunnel in China.
Keywords :
CAD; geotechnical engineering; particle swarm optimisation; structural engineering computing; colony density optimization; density factor; design software; dynamic nonconforming acceleration coefficient; dynamic nonconforming inertia coefficient; global optimization; particle swarm optimization; substructure engineering construction; underground engineering design; Acceleration; Application software; Convergence; Design engineering; Embedded computing; Kernel; Optimization methods; Particle swarm optimization; Safety; Software design;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3893-8
Electronic_ISBN :
978-1-4244-3894-5
Type :
conf
DOI :
10.1109/IWISA.2009.5072959
Filename :
5072959
Link To Document :
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