Research on support vector machine optimization based on improved quantum genetic algorithm

Author:

Wang FeiORCID,Xie Kunlun,Han Lin,Han Menghui,Wang Zeshi

Funder

National Natural Science Foundation of China

Major Science and Technology Projects in Henan Province

Publisher

Springer Science and Business Media LLC

Subject

Electrical and Electronic Engineering,Modeling and Simulation,Signal Processing,Theoretical Computer Science,Statistical and Nonlinear Physics,Electronic, Optical and Magnetic Materials

Reference24 articles.

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2. Huang, C., Wang, J.: A GA-based feature selection and parameters optimization for support vector machines. Expert Syst. Appl. 31(2), 231–240 (2006)

3. Wang, Q.: Application of Stock Price Short-Term Prediction Based on the Improved Support Vector Machine. Chongqing Jiaotong University, Chongqing (2015)

4. Meng, T., Zhou, X., Lei, Y.: A parameters optimization method for an SVM based on adaptive genetic algorithm. Comput. Meas. Control 24(09), 215–217+223 (2016)

5. Sajan, K.S., Kumar, V., Tyagi, B.: Genetic algorithm based support vector machine for on-line voltage stability monitoring. Int. J. Electr. Power 73, 200–208 (2015)

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