DocumentCode :
2295267
Title :
Hybrid of ant colony algorithm and simulated annealing algorithm and its application to the slope stability analysis
Author :
Dong, Huang ; Jian-Ping, Qiao
Author_Institution :
Conservancy Inst. of Mountain Hazards & Environ., Acad. of Sci. & Minist. of Water, Chengdu, China
Volume :
6
fYear :
2010
fDate :
10-12 Aug. 2010
Firstpage :
3329
Lastpage :
3333
Abstract :
Searching critical slip surface is very necessary in slope stability analysis. At present, simulated annealing method and ant colony optimization algorithm are often used to search for critical slip surface of slope. However, the ant colony algorithm is apt to the local optimal and the simulated annealing algorithm slower convergence for the search of the minimum safety factor for the complex slope. Thus, a new hybrid optimization algorithm,was presented. Its application to searching for the noncircular critical slip surface of slopes was studied. An example was given to test the hybrid optimization algorithm. The results show that it can exactly find out the global optimal solution and the search efficiency is higher than that of simple ant colony algorithm and simulated annealing algorithm.
Keywords :
geotechnical engineering; mechanical stability; simulated annealing; structural engineering; ant colony algorithm; critical slip surface; safety factor; simulated annealing algorithm; slope stability analysis; Algorithm design and analysis; Annealing; Safety; Schedules; Simulated annealing; Stability analysis; ant colony algorithm; critical slip surface; factor of safety; hybrid optimization algorithm; simulated annealing algorithm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2010 Sixth International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5958-2
Type :
conf
DOI :
10.1109/ICNC.2010.5583622
Filename :
5583622
Link To Document :
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