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Research on Parameters Optimization Algorithm in Support Vector Machine Based on Immune Memory Clone Strategy Fang Zhu 1, a , Junfang Wei 2, b 1School of Computer and communication engineering, Northeastern University at Qinhuangdao, Qinhuangdao, 066004, China 2School of Resource and material, Northeastern University at Qinhuangdao, Qinhuangdao, 066004, China asky050607@sina.com, bweijunfang123@sina.com Keywords: support vector machine, parameters selection, immune memory clone, multi-peak optimization, n-folded cross verification Abstract.
[6] Liu Xiangying, Jiang Huiyan, Tang Fengzhen: Parameters Optimization in SVM Based-on Ant Colony Optimization Algorithm, Nanotechnology and Computer Engineering, 2010, p. 470 [7] Zhu Ning, Feng Zhigang, Wang Qi: Parameter Optimization of Support Vector Machine for Classification Using Niche Genetic Algorithm, Journal of Nanjing University of Science and Technology (Natural Seience), 2009, p. 16 [8] Ren Yuan, Bai Guangchen: Determination of Optimal SVM Parameters by Using GA/PSO, Journal of Computers, 2010, p. 1160 [9] Yuan Xiaoyan, Liu Ailun: The Research of SVM Parameter Selection Based on PSO Algorithm, Techniques of Automation and Application, 2007, p. 5

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In modern times there are so many standard parts and complex curved surfaces owning the same figure but size big or small .The modeling of standard parts are commonly simple, for example bearing, but they take up a nice bit of proportion in the manufactures, the repeated design and modeling waste a mass of manpower, material resources, especially, they astrict the ingenuity of the devisers.
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Acknowledgments This research was supported by Projects of Tangshan Science and Technology Bureau (09160201A-4-7).
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It can be used to track the attribute information of each object, such as version number, file folder’s position, producer, and state in system attributes and designer, material and provider in user-defined attributes.
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The material is aluminium alloy tube.
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In terms of material mechanics and structural mechanics, planar micro-spring can be seen as planar steel frame, which is connected to each other by elastic beams.
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