个人简介
个人简介
郑小洋,男,重庆市工业与应用数学学会理事。1992.09-1994.07,在涪陵师范高等专科学校数学教育专业学习;1994.09-1996.07,获得重庆师范大学数学教育专业学士学位;2000.09-2003.07,获得重庆大学运筹学与控制论专业硕士学位;2007.03-2011.12,获得重庆大学计算数学专业博士学位。2003.07-至今,重庆理工大学两江人工智能学院教师。在国内外重要刊物如International Journal ofSystems Science,Applied Mathematics and Computation,International Journal of Computer Mathematics等发表论文30余篇,其中SCI检索8篇;编写教材1部。获得2007、2009、2012年全国大学生数学建模竞赛重庆赛区优秀教练,指导学生参加全国大学生数学建模竞赛获得2007、2009年全国一等奖,指导学生参加美国大学生数学建模竞赛获得2012、2018年国际一等奖。
承担的主要项目
[1] 偏微分方程的不连续Legendre小波数值解法研究,重庆市基础与前沿研究一般项目,2013.7-2016.6,2.5万,主持。
[2] 对流扩散方程的小波算法以及应用研究,重庆市教委科研项目,2013.1-2014.12,2万,主持。
研究领域
研究生招收专业
招生专业及研究方向:计算机应用技术,大数据智能分析;计算机技术,大数据智能分析及应用。
研究领域
长期从事小波分析及其应用、偏微分方程数值解、大数据处理和建模、小波神经网络的深入研究。
近期论文
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代表性成果
[1] Xiaoyang Zheng,Zhengyuan Wei.Discontinuous Legendre Wavelet Element Method for Reaction-Diffusion Equationfrom Mathematical Chemistry. International Journal of Computational Methods, 2018,3, https://doi.org/10.1142/S021987621850113X.(SCI)
[2] Xiaoyang Zheng,Zhengyuan Wei. Discontinuous Legendre wavelet Galerkin method forreaction-diffusion equation. International Journal of Computer Mathematics,2017,94, 1806-1832.(SCI:EZ2ZN)
[3] Xiaoyang Zheng, Hong Su, Zhengyuan Wei, Shunren Hu. New method for indoorpositioning by using wireless communication base stations. Electronics Letters, 2017, 53, 1385 - 1386. (SCI: FI2WX)
[4] Xiaoyang Zheng,Liyun Su,Shunren Hu, Zhiyong Ye,Jiangping He. Legendrewavelet for power amplifier linearization. Analog.Integr. Circ.Sig.Process, 2015,84, 283–292.(SCI:CM1RN)
[5] Xiaoyang Zheng, XiaofanYang, Hong Su, Liqiong Qiu. Discontinuous Legendre wavelet element method forelliptic partial differential equations. Applied Mathematics and Computation,2011, 218, 3002-3018. (SCI: 852RL)
[6] Xiaoyang Zheng, XiaofanYang, Hong Su, Liqiong Qiu. Mixed discontinuous Legendre wavelet Galerkinmethod for solving elliptic partial differential equations. InternationalJournal of Computer Mathematics, 2011, 88, 3626-3645. (SCI: 843JS)
[7] Xiaoyang Zheng, XiaofanYang. Techniques for solving integral and differential equations by Legendrewavelets. International Journal of Systems Science, 2009, 11, 1127-1137. (SCI:517LE)
[8] Xiaoyang Zheng, Yong Fu,Zhengyuan Wei. Discontinuous Legendre Wavelet Galerkin method for thegeneralized Burgers-Fisher equation. International Journal of Computing Science andMathematics, 2018, 9, 82 - 89 .(EI)
[9] Xiaoyang Zheng, Yong Fu,Zhengyuan Wei. Legendre Wavelet and Particle Swarm Optimization for PowerAmplifier Linearization. International Journal of Circuits, Systems and SignalProcessing, 2016, 10, 397-402. (EI: 20164903085196)
[10]Xiaoyang Zheng, Xiaofan Yang, HongSu, Yong Wu. Extended Legendre wavelets neural network. Lecture Notes inArtificial Intelligence ICIC 2008. (2008) 54-59. ISSN: 0302-9743. (EI: 084111630344)
[11]Xiaoyang Zheng, Xiaofan Yang, Yong Wu.Properties of extended Legendre Wavelets. Proceedings of 2008 InternationalConferenceon Wavelet Analysis and Pattern Recognition (8) 2008. ISBN: 978-1-4244-2238-8.(EI: 084911757003)
[12]Xiaoyang Zheng, Xiaofan Yang, Yong Wu.Technique for solving differential equation by extended Legendre wavelets.Proceedings of 2008 International Conference on Wavelet Analysis and PatternRecognition.(8) 2008.ISBN: 978-1-4244-2238-8. (EI: 084911757011).
[13]Zhengyuan Wei, Juan Li and XiaoyangZheng. A probabilistic approach to Wallis’ formula. Communications inStatistics - Theory and Methods, 2017, VOL46, 6491-6496. (SCI)
[14]Xiaoyang Zheng, Qingsong Liu and YongFu. Tourism Strategy Evaluated by Genetic and Ant Colony Algorithms. AmericanJournal of Computer Science and Engineering, 5, 2018, 114-120.
[15]Xiaoyang Zheng, Jiangping He, LiqiongQiu. Extended Legendre Wavelet Operational Matrix of Integration. InternationalJournal of Information Engineering and Applications, 2018,1(2), 71-75.
[16]Xiaoyang Zheng, Hong Su, Liqiong Qiu,Jiangping He. Technique for solving minimum of integral function by Legendrewavelet. SCIREA Journal of Mathematics, 2016, Volume 1, 44-52.
[17]Zhengyuan Wei, Yunfeng Luo, Juan Liand Xiaoyang Zheng. A Note on Wallis’ Formula. Journal of Advances in AppliedMathematics, 2016, Vol. 1, 120-123.
[18]Xiaoyang Zheng, Zhengyuan Wei. Estimatesof Approximation Error by Legendre Wavelet . Applied Mathematics, 2016, 7,694-700.
[19]Xiaoyang Zheng, Zhengyuan Wei andJiangping He. Discontinuous Legendre Wavelet Galerkin Method for SolvingLane-Emden Type Equation. Journal of Advances in Applied Mathematics, 2016, Vol.1, 29-43.
[20]Xiaoyang Zheng, Zhengyuan Wei.Discontinuous Legendre Wavelet Galerkin Method for One-Dimensional Advection-DiffusionEquation. Applied Mathematics, 2015, 6, 1581-1591.
[21]Xiaoyang Zheng, Zhengyuan Wei,Xiaozeng Xu. Legendre Wavelet Neural Networks for Power AmplifierLinearization. Applied Mathematics, 2014, 5, 3249-3255.
[22]郑小洋,杨小帆,吴永。小波系数与尺度的关系。重庆工学院学报(自然科学版)2008.2. ISSN:1671-0924。
[23]郑小洋,杨小帆,苏翃。Legendre小波积分矩阵的计算。重庆工学院学报(自然科学版)2008.11.ISSN:1671-0924。
[24]刘娜,郑小洋,李伟平。基于小波分析的经济数据预测。重庆理工大学学报(自然科学版)2009.11.ISSN:1671-0924。
[25]郑小洋,田坚。微分方程教学时注意培养数学建模和数值计算能力。教育教学论坛,2012(18)。
[26]郑小洋,马流洋,曾凡奇,黄波。数学建模课的生猪出售时机的敏感性分析。课程教育研究,2012(23)。
[27]郑小洋,罗其莉,姚蕾,宋江敏。人口阻滞增长模型的参数估计与程序实现,数学学习与研究,2015.(1)。
[28]郑小洋,魏正元。最小二乘法的原理以及在数学建模课程教学中的作用,课程教育研究,2015(15)。
[29]魏正元,郑小洋,苏宏。高等数学歌诀教学,数学学习与研究,2016(7)。
[30]郑小洋,许宁生,罗良刚,王维燃。中国近年电影市场分析,教育教学论坛,40. 2016。
[31]魏正元,郑小洋,苏宏。借助Gamma函数和Beta函数快速积分,重庆理工大学学报(自然科学版),2016(9)。