袁功林，男，博士，廣西大學數學與信息科學學院教授。
基本介紹
- 中文名：袁功林
- 學位/學歷：博士
- 職業：教師
- 專業方向：最最佳化理論與方法、非光滑最佳化
- 任職院校：廣西大學數學與信息科學學院
個人經歷,主講課程,研究方向,科研項目,學術成果,
個人經歷
2001年畢業時考入廣西大學數信學院讀研究生
碩士畢業後留校工作，2005年3月進入上海華東理工大學攻讀博士學位
2008年博士畢業，同年底獲得副高職稱，2011年獲得正高職稱。2013年-2014年，受邀到澳大利亞悉尼科技大學進行學術訪問。
學術兼職 一、中國數學會理事；
二、中國數學規劃分會理事；
三、廣西數學會常務理事；
四、廣西高等教育學會數學專業委員會副理事長；
五、廣西本科高校教學指導委員會委員；
六、廣西大學第十一屆學術委員會委員；
七、廣西大學教學指導委員會委員；
八、美國數學會評論員（AMS Reviewer）；
主講課程
本科生：《運籌學》、《數學模型》、《高等數學》、《數理經濟學》等；
研究生：《金融數學》、《金融問題中的最佳化方法》、《非線性規劃》、《最最佳化方法》、《現代最佳化方法》、《數值分析》、《最佳化方法程式設計》等。
研究方向
最最佳化理論與方法、非光滑最佳化、統計分析、非線性方程組，以及最佳化方法在經濟中套用研究等。
科研項目
一，國家自然科學基金項目：大規模非光滑有界約束問題的最佳化方法研究，主持（2017.1-2020.12）；
二，廣西傑出青年基金項目：最最佳化理論與方法及其套用，主持（2015.9-2019.8）；
三，廣西自然科學重點項目：求解大規模非線性方程組問題的共軛梯度建模方法研究，主持（2017.9-2021.8）；
四，國家自然科學基金項目：大規模非線性方程組問題的有限記憶擬牛頓方法研究，主持（2013.1-2016.12）；
五，廣西自然科學基金項目：大規模非線性方程組問題的最佳化方法研究，主持（2012.5-2015.4）；
六，教育廳項目：擬牛頓方法及其在非線性方程組中的套用，主持，結題；
七，國家自然科學基金項目：約束最佳化問題的拉格朗日乘子理論與算法研究，參與，結題；
八、廣西自然科學基金項目：穩健的疊代算法及其套用研究，參與，結題。
學術成果
一、論文入選ESI全球Top 0.1%熱點論文（西大近十年來第二篇入選，2016.1更新）和高被引論文2篇；
二、廣西特聘青年專家、廣西十百千第二層次人選；
三、廣西高等學校高水平創新團隊及卓越學者計畫人選；
四、廣西科學技術自然科學二等獎（2018，排名1）和廣西自然科學二等獎（2015，排名2）；
五、廣西教學成果二等獎，2017；
六、入選《南方科技報（網）》“創新爭先科技星”，2017，廣西科協；
七、“廣西大學十佳研究生導師”，2017；廣西大學“三育人先進個人”和“師德模範”，2017；
八、廣西傑出青年基金項目獲得者，2015；
九、廣西高校優秀人才計畫,2010；
十、廣西高校優秀教師出國留學項目獲得者,2013；
十一、專著
1，袁功林，盛洲，非光滑最佳化算法，科學出版社，北京，2017.8；
2，袁功林，魯習文，祁力群，韋增欣，幾類數值最佳化方法，Scientific Research Publishing（美），2015.10；
十二、學術論文:
1,Gonglin Yuan, Zengxin Wei, and Guoyin Li, A modied Polak-Ribi ere-Polyak conjugate gradient algorithm for nonsmooth convex programs, Journal of Computational and Applied Mathematics, 255(2014), 86-96. (SCI: 241XK,入選ESI全球Top 0.1%“熱點論文”)
2,Gonglin Yuan,Zhou Sheng, Bopeng Wang, Wujie Hu, Chunnian Li，The global convergence of a modified BFGS method for nonconvex functions，Journal of Computational and Applied Mathematics， 327 (2018)： 274–294.(SCI:FJ5LG,ESI全球Top 1% “高被引論文”)
3, Gonglin Yuan and Zengxin Wei, New line search methods for unconstrained optimization，Journal of the Korean Statistical Society, 38(2009), pp. 29-39. (SCI: 402JO)
4, Gonglin Yuan and Xiwen Lu, A modified PRP conjugate gradient method, Annals of Operations Research, 166(2009), pp. 73-90. (SCI: 392 NW)
5, Gonglin Yuan, Modified nonlinear conjugate gradient methods with sufficient descent property for large-scale optimization problems, Optimization Letters, 3(2009), pp.11-21. (SCI: 377EO)
6, Gonglin Yuan, Xiwen Lu, and Zengxin Wei, BFGS trust-region method for symmetric nonlinear equations, Journal of Computational and Applied Mathematics, 230(2009), pp. 44-58. (SCI: 461BA).
7, Gonglin Yuan, Xiwen Lu, and Zengxin Wei, A conjugate gradient method with descent direction for unconstrained optimization, Journal of Computational and Applied Mathematics, 233(2009), pp. 519-530. (SCI: 504MC)
8, Gonglin Yuan and Zengxin Wei, Convergence analysis of a modified BFGS method on convex minimizations, Computational Optimization and Applications, 47(2010)，pp. 237-255. (SCI: 648ML)
9, Gonglin Yuan, Zengxin Wei, and Yanlin Wu, Modified limited memory BFGS method with nonmonotone line search for unconstrained optimization, Journal of The Korean Mathematical Society, 47(2010), pp. 767-788. (SCI: 618TI)
10, Gonglin Yuan, A new method with descent property for symmetric nonlinear equations, Numerical Functional Analysis and Optimization, 31(2010), pp. 974-987. (SCI: 641VP)
11, Gonglin Yuan and Xiwen Lu, An active set limited memory BFGS algorithm for bound constrained optimization, Applied Mathematical Modelling, 35(2011), pp. 3561– 3573. (SCI: 758TW)
12, Gonglin Yuan, Zengxin Wei, and Xiwen Lu, A BFGS trust-region method for nonlinear equations, Computing , 92(2011), pp. 317–333. (SCI: 804GN)
13, Gonglin Yuan and Zengxin Wei, A trust region algorithm with conjugate gradient technique for optimization problems, Numerical Functional Analysis and Optimization, 32(2011), pp. 212-232. (SCI: 734LU)
14, Gonglin Yuan, Sha Lu, and Zengxin Wei, A new trust-region method with line search for solving symmetric nonlinear equations, International Journal of Computer Mathematics, 88(2011), pp. 2109–2123. (SCI: 775LG)
15, Gonglin Yuan, Zengxin Wei, and Sha Lu, Limited memory BFGS method with backtracking for symmetric nonlinear equations, Mathematical and Computer Modelling, 54(2011), pp. 367–377. (SCI: 756MF)
16, Gonglin Yuan and Zengxin Wei, The Barzilai and Borwein gradient method with nonmonotone line search for nonsmooth convex optimization problems, Mathematical Modelling and Analysis, 17(2012), pp. 203-216. (SCI: 912VH)
17, Gonglin Yuan, Zengxin Wei, and Qiumei Zhao, A modied Polak-Ribi ere-Polyak conjugate gradient algorithm for large-scale optimization problems, IIE Transactions, 46(2014), 397-413. (SCI: AE5RK)
18, Gonglin Yuan and Xiwen Lu, A new backtracking inexact BFGS method for symmetric nonlinear equations, Computers and Mathematics with Applications, 55(2008), pp. 116-129. (SCI: 261OG)
19, Liqun Qi, Zengxin Wei, and Gonglin Yuan*, An active-set projected trust region algorithm with limited memory BFGS technique for box-constrained nonsmooth equations, Optimization, 62(2013), 857-878. (SCI: 171HB)
20, Gonglin Yuan, Zengxin Wei, and Zhongxing Wang, Gradient trust region algorithm with limited memory BFGS update for nonsmooth convex minimization, Computational Optimization and Applications, 54(2013), 45-64. (SCI: 058MT)
21, Gonglin Yuan and Shengwei Yao, A BFGS algorithm for solving symmetric nonlinear equations, Optimization, 62(2013), 85-99. (SCI: 072LZ)
22, Gonglin Yuan and Zengxin Wei, Nonmonotone backtracking inexact BFGS method for regression analysis, Communications in Statistics-Theory and Methods, 42(2013), 214-238. (SCI: 088UP)
23, Gonglin Yuan and Maojun Zhang, A modied Hestenes-Stiefel conjugate gradient algorithm for large-scale optimization, Numerical Functional Analysis and Optimization, 34(2013), 914-937. (SCI: 184KN)
24, Gonglin Yuan, Xiabin Duan, Wenjie Liu, etc., Two New PRP Conjugate Gradient Algorithms for Minimization Optimization Models, PLoS ONE 10(10): e0140071. doi:10.1371/journal.pone.0140071,2015.( SCI：CU8NN)
25, Gonglin Yuan, Maojun Zhang, A three-terms Polak–Ribière–Polyak conjugate gradient algorithm for large-scale nonlinear equations, Journal of Computational and Applied Mathematics 286 (2015) 186–195. (SCI： CH4KF)
26, Yong Li, Gonglin Yuan*, Zengxin Wei, A Limited-Memory BFGS Algorithm Based on a Trust-Region Quadratic Model for Large-Scale Nonlinear Equations, PLoS ONE 10(5): e0120993. doi:10.1371/journal.pone.0120993,2015. (SCI: )
27, YUAN Gonglin, WEI Zengxin, ZHANG Maojun, An Active-Set Projected Trust Region Algorithm for Box Constrained Optimization Problems, J Syst Sci Complex (2015) 28: 1128–1147.( SCI：CN7GO)
28, Z. Cui, Gonglin Yuan*, Zhou Sheng, Wenjie Liu, Xiaoliang Wang, Xiabin Duan, A Modified BFGS Formula Using a Trust Region Model for Nonsmooth Convex Minimizations, PLoS ONE 10(10): e0140606. doi:10.1371/journal.pone.0140606,2015. (SCI：CU8NN)
29, Gonglin Yuan, Zehong Meng, Yong Li, A Modified Hestenes and Stiefel Conjugate Gradient Algorithm for Large-Scale Nonsmooth Minimizations and Nonlinear Equations, J Optim Theory Appl (2016) 168:129–152. (SCI:DB0IV)
30,Gonglin Yuan , Zengxin Wei, Xiwen Lu,Global convergence of BFGS and PRP methods under a modified weak Wolfe–Powell line search,Applied Mathematical Modelling 47 (2017) 811–825.(SCI:EZ1XB)
31,Gonglin Yuan, Zhou Sheng, Wenjie Liu, The Modified HZ Conjugate Gradient Algorithm for Large-Scale Nonsmooth Optimization,PLOS ONE,vol. 11， No. 10， 文獻號: e0164289，OCT 25, 2016.(SCI:ED7LQ)
32,Gonglin Yuan, Gaohui Peng，New Conjugate Gradient Algorithms Based on New Conjugacy Condition，COMPUTER SCIENCE, THEORY & METHODS，10040（2016）, pp. 498-509.(SCI:BG5HX)
33, Gonglin Yuan and Zengxin Wei, The superlinear convergence analysis of a nonmonotone BFGS algorithm on convex objective functions, Acta Mathematics Sinica, English Series, 24(2008), pp. 35-42. (SCI: 255NL)
34,Zhou Sheng, Gonglin Yuan*, et al., A NEW ADAPTIVE TRUST REGION ALGORITHM FOR OPTIMIZATION PROBLEMS,Acta Mathematica Scientia 2018,38B(2):479–496(SCI: GC6II).
35,Zhou Sheng, Gonglin Yuan*,et al., AN ADAPTIVE TRUST REGION ALGORITHM FOR
LARGE-RESIDUAL NONSMOOTH LEAST SQUARES PROBLEMS,JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION,Volume 14, Number 2, April 2018 pp. 707–718 (SCI: GN2RM).
36,Yong Li, Gonglin Yuan*, Zhou Sheng,An active-set algorithm for solving large-scale
nonsmooth optimization models with box constraints,PLoS
ONE 13(1): e0189290.
37，Sheng, Zhou，Yuan, Gonglin*，An effective adaptive trust region algorithm for nonsmooth minimization，COMPUTATIONAL OPTIMIZATION AND APPLICATIONS，71（2018），pp.251-271.( SCI:GP7TO)
38,Wu, Gaoyi; Li, Yong; Yuan, Gonglin*,A Three-Term Conjugate Gradient Algorithm with Quadratic Convergence for Unconstrained Optimization Problems,MATHEMATICAL PROBLEMS IN ENGINEERING,文獻號: 4813030,DOI: 10.1155/2018/4813030,出版年:2018.(SCI:GM2GJ)
39,Yuan, Gonglin; Hu, Wujie,A conjugate gradient algorithm for large-scale unconstrained optimization problems and nonlinear equations,JOURNAL OF INEQUALITIES AND APPLICATIONS,文獻號: 113,DOI: 10.1186/s13660-018-1703-1,出版年:MAY 11 2018.(SCI:GG3BK)
40,Yuan, Gonglin,Li, Xiangrong,A Numerical Algorithm for the Coupled PDEs Control Problem,COMPUTATIONAL ECONOMICS,卷: 53 期: 2 頁: 697-707,DOI: 10.1007/s10614-017-9757-6,出版年: FEB 2019.(SSCI和SCI雙檢索，IDS：HL1XO)
41, Yuan, Gonglin; Li, Tingting; Hu, Wujie,
A conjugate gradient algorithm for large-scale nonlinear equations and image restoration problems,APPLIED NUMERICAL MATHEMATICS 卷: 147 頁: 129-141 出版年: JAN 2020(IDS 號: JF8CB);
42,Hu, Wujie; Yuan, Gonglin*; Hongtruong Pham,
A Modified Three-Term Conjugate Gradient Algorithm for Large-Scale Nonsmooth Convex Optimization,CMC-COMPUTERS MATERIALS & CONTINUA 卷: 62 期: 2 頁: 787-800 出版年: 2020(IDS 號: KK4IU);
43,Mao, Xianpeng; Yuan, Gonglin; Yang, Yuning,
A self-adaptive regularized alternating least squares method for tensor decomposition problems,ANALYSIS AND APPLICATIONS 卷: 18 期: 1 特刊: SI 頁: 129-147 出版年: JAN 2020(IDS 號: KB2OM);
44,Yuan, Gonglin; Wei, Zengxin; Yang, Yuning,The global convergence of the Polak-Ribiere-Polyak conjugate gradient algorithm under inexact line search for nonconvex functions,JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS 卷: 362 頁: 262-275 出版年: DEC 15 2019(IDS 號: IL1WJ);
45,Yuan, Gonglin; Li, Tingting; Hu, Wujie,
A conjugate gradient algorithm and its application in large-scale optimization problems and image restoration,JOURNAL OF INEQUALITIES AND APPLICATIONS 卷: 2019 期: 1 文獻號: 247 出版年: SEP 18 2019(IDS 號: JP9BF);
46,Sheng, Zhou; Ni, Qin; Yuan, Gonglin,
Local convergence analysis of inverse iteration algorithm for computing the H-spectral radius of a nonnegative weakly irreducible tensor,JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS 卷: 357 頁: 26-37 出版年: SEP 2019(IDS 號: HU3JC);
47,Yuan, Gonglin; Wang, Bopeng; Sheng, Zhou,
The Hager-Zhang conjugate gradient algorithm for large-scale nonlinear equations,
INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS 卷: 96 期: 8 頁: 1533-1547 出版年: AUG 3 2019(IDS 號: HY7EU);
48,Wei Zengxin, Yu Gaohang, Yuan Gonglin, Lian Zhigang, The superlinear convergence of a modified BFGS-type method for unconstrained optimization, Comput. Optim. Appl. 29(3) (2004) 315-332.(SCI)
