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
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