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Application of Support Vector Machines to Accelerate the Solution Speed of Metaheuristic Algorithms

โœ Scribed by Shiyou Yang; Liu, Q.H.; Junwei Lu; Ho, S.L.; Guangzheng Ni; Peihong Ni; Suming Xiong


Book ID
114652879
Publisher
IEEE
Year
2009
Tongue
English
Weight
240 KB
Volume
45
Category
Article
ISSN
0018-9464

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โœ Z. Zheng; X. Chen; K. Huang ๐Ÿ“‚ Article ๐Ÿ“… 2010 ๐Ÿ› John Wiley and Sons ๐ŸŒ English โš– 248 KB

The antenna design is a complicated and time-consuming procedure. This work explores using support vector machines (SVMs), a statistical learning theory based on the structural risk minimization principle and has a great generalization capability, as a fast and accurate tool in the antenna design. A