DocumentCode :
3046500
Title :
Design SAC of ship with ant colony optimization algorithm
Author :
Meng, Xiang-yin ; Huang, Sheng
Author_Institution :
Coll. of Shipbuilding Eng., Harbin Eng. Univ., Harbin, China
fYear :
2010
fDate :
20-23 June 2010
Firstpage :
2389
Lastpage :
2394
Abstract :
The method of amending chord length parameterization was used to process different feasible point vectors of ship´s section area, and the parameterized cubic spline curves were used to express the different subsections of ship´s section area curve (SAC). The work of designing a good ship´s SAC was converted to a problem of multi-objective optimization. The objects of single functions were set as the minimum deformation energy of the curve Edef, the best length of parallel middle body of the ship Cp, the best position of parallel middle body of the ship, the best longitudinal position of buoyancy center of the ship XB, and so on. Ant colony optimization (ACO) algorithm was used to create the objective ship´s SAC as well as optimizing it, and the niche mechanism was introduced in to enhance the ability of curve to rectify itself in a narrow scope, so the curve would keep changing to be rational gradually. Refer to the principal dimensions of a battleship, the SAC of it was created again with the new method. The comparison between the new SAC and the original one shows that, niche ant colony algorithm is an effective method to create new SAC of ship when there is no mother curve to modify.
Keywords :
deformation; design; optimisation; ships; splines (mathematics); ant colony optimization; chord length parameterization; minimum deformation energy; multiobjective optimization; niche mechanism; parallel middle body; parameterized cubic spline curves; section area curve; ship SAC design; Algorithm design and analysis; Ant colony optimization; Design automation; Design engineering; Design methodology; Design optimization; Educational institutions; Interpolation; Marine vehicles; Spline; Ant colony optimization algorithm; Multi-objective optimization; Niche mechanism; Ship´s SAC;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information and Automation (ICIA), 2010 IEEE International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-5701-4
Type :
conf
DOI :
10.1109/ICINFA.2010.5512188
Filename :
5512188
Link To Document :
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