基本介紹
- 中文名：應偉勤
- 畢業院校：重慶大學
- 學位/學歷：博士
- 職業：教師
- 專業方向：智慧型計算、多目標最佳化
- 任職院校：華南理工大學
個人經歷,主講課程,研究方向,學術成果,榮譽獎項,
個人經歷
學歷
2001-06重慶大學計算機科學與技術學士學位；
2005.06 武漢大學芝道臭計算機軟體與理論碩士學位
2009.12 武漢大學計算機軟體與理論博士學位
工作經牛兆歷
2001.07-2002.07武漢郵電科學研究院，研發部，網路通訊軟體研發工程師
2007.09-2009.09 加州大學爾灣分校（美國），電氣工程與計算機科學系，聯培博士研究生
2010.07-2012.08 華南理工大學，軟體學鞏采埋院，講師
2015.09-2016.09 亞伯大學（英國），計算機科學系, 訪問姜遷艱學者
2012.09-至今 華南理工大學，軟體學院，副教授
社會兼職
中國計算機學會會員，IEEE會員，IEICE海外會員，《IEEE Transactions on Cybernetics》、《IEEE Transactions on Systems, Man and Cybernetics: Systems》、《Information Sciences》、《Soft Computing》等期刊審稿人。
主講課程
主講《編譯技術》、《人工智慧》等本科課程，以及《組合數學基礎》研究生課程。
研究方向
主要研究方向為智慧型計算、多目標最佳化、神經架構搜尋等，包括學習引導的高效分解型多目標進化算法的求鑽洪棄設計及其在社區檢測、感測器網路等領域中的套用；深度神經網路的神經架構多目標進化搜尋方法及套用等。
學術成果
科研項目
(1)演化多目標最佳化的錐束分解機理與高效算法研究(61203310)，國家自然科學基金青年科學基金項目，2013/01-2015/12，主持
(2)面向複雜多目標最佳化的分解協作型進化算法及其神經架構搜尋套用，廣東省自然科學基金面上項目，2020-2022，主持
(3)超體積多目標最佳化的錐束分解機理及高效並行算法研究(2014J2200052)，廣州市科技計畫項目珠江科技新星專項，2014/04-2017/03，主持
(4)高維目標腿設灶全空間中演化最佳化的高效分解型約束處理機理(2015A030313204)，廣東省自然科學基金面上項目，2015/08-2018/08，主持
(5)基於錐形束存檔的超體積多目標演化算法效率改進研究(20110172120035)，教育部博士點基金新教師類課題，2012/01-2014/12，主持己捆酷
(6)超體積多目標演化算法的錐形束加速機理及套用研究(S2011040002472)，2011/10-2013/10，廣東省自然科學基金博士啟動項目，主持
(7)純分解型高維目標進化算法關鍵問題研究(2017MS043)，華南理工大學中央高校基本科研業務費面上項目，2017/01-2018/12，主持
發表文章
Weiqin Ying; Bin Wu; Yu Wu; Yali Deng; Hainan Huang; Zhenyu Wang, Efficient Conical Area Differential Evolution with Biased Decomposition and Dual Populations for Constrained Optimization, Complexity, 2019.02, 2019: 7125037 (SCI JCR二區)
Weiqin Ying; Yuehong Xie; Yu Wu; Bingshen Wu; Shiyun Chen; Weipeng He, Universal Partially Evolved Parallelization of MOEA/D for Multi-Objective Optimization on Message-Passing Clusters, Soft Computing, 2017.09, 21(18): 5399~5412 (SCI JCR二區)
Weiqin Ying; Jalil Hassan; Bingshen Wu; Yu Wu; Zhenyu Ying; Yucheng Luo; ZhenYu Wang, Parallel Conical Area Community Detection Using Evolutionary Multi-objective Optimization, Processes, 2019, 7(2), 111 (SCI JCR二區)
Weiqin Ying; Yuehong Xie; Xing Xu; Yu Wu; An Xu; Zhenyu Wang, An Efficient and Universal Conical Hypervolume Evolutionary Algorithm in Three or Higher Dimensional Objective Space, IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, 2015.11.1, E98-A(11): 2330~2335 (SCI收錄)
An Xu; Weixing Sun; Ruohong Zhao; Jiurong Wu; Weiqin Ying, Lateral Drift Constrained Structural Optimization of an Actual Supertall Building Acted by Wind Load, Structural Design of Tall and Special Buildings, 2017.06, 26(6), e1344 (SCI JCR二區)
Wenbin Chen; Nagiza F. Samatova; Matthias F. Stallmann; William Hendrix; Weiqin Ying, On Size-Constrained Minimum s-t Cut Problems and Size-Constrained Dense Subgraph Problems, Theoretical Computer Science, 2016.1.4, 609: 434~442 (SCI JCR三區)
Yu Wu; Yuehong Xie; Weiqin Ying; Xing Xu; Zixing Liu, A Partitioning Parallelization with Hybrid Migration of MOEA/D for Bi-Objective Optimization on Message-Passing Clusters, IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, 2016.4, E99A(4): 843~848 (SCI收錄)
Weiqin Ying; Kaijie Zheng; Yu Wu; Junhui Li; Xin Xu,Neural Architecture Search UsingMulti-objective Evolutionary Algorithm Basedon Decomposition,International Symposium on Intelligence Computation and Applications 2019 (ISICA2019), Guangzhou, 2019.11.16-2016.11.17 (EI收錄)
Weiqin Ying; Yali Deng; Yu Wu; Yuehong Xie; Zhenyu Wang; Zhiyi Lin, A Cone Decomposition Many-Objective Evolutionary Algorithm with Adaptive Direction Penalized Distance , 13th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2018, Beijing, 2018.11.2-2018.11.4 (EI收錄)
Yu Wu; Bin Wu; Weiqin Ying; Yuehong Xie; Weipeng He, Global Pareto Optimality of Cone Decomposition of Bi-Objective Optimization, 2017 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC), Guangzhou, 2017.7.21-2017.7.24 (EI收錄)
應偉勤;謝悅鴻;劉靖偉;何偉鵬;吳昱,基於並行分解型進化的無線感測器網路布局方法及其系統, 2019.03.05-2035.06.24,中國, ZL201510353898.5 (授權發明專利)
應偉勤;劉靖偉;謝悅鴻;范運林,一種基於關鍵點決策樹的線上遊戲撲克牌識別方法, 2017.04.12-2033.11.01,中國, ZL201310529776.8 (授權發明專利)
榮譽獎項
2019年6月獲評為華南理工大學優秀留學生導師；
2018年4月獲評為華南理工大學優秀碩士論文導師；
2014年4月入選廣州市珠江科技新星；
2012年10月入選省“千百十工程”校級培養對象。
(6)超體積多目標演化算法的錐形束加速機理及套用研究(S2011040002472)，2011/10-2013/10，廣東省自然科學基金博士啟動項目，主持
(7)純分解型高維目標進化算法關鍵問題研究(2017MS043)，華南理工大學中央高校基本科研業務費面上項目，2017/01-2018/12，主持
發表文章
Weiqin Ying; Bin Wu; Yu Wu; Yali Deng; Hainan Huang; Zhenyu Wang, Efficient Conical Area Differential Evolution with Biased Decomposition and Dual Populations for Constrained Optimization, Complexity, 2019.02, 2019: 7125037 (SCI JCR二區)
Weiqin Ying; Yuehong Xie; Yu Wu; Bingshen Wu; Shiyun Chen; Weipeng He, Universal Partially Evolved Parallelization of MOEA/D for Multi-Objective Optimization on Message-Passing Clusters, Soft Computing, 2017.09, 21(18): 5399~5412 (SCI JCR二區)
Weiqin Ying; Jalil Hassan; Bingshen Wu; Yu Wu; Zhenyu Ying; Yucheng Luo; ZhenYu Wang, Parallel Conical Area Community Detection Using Evolutionary Multi-objective Optimization, Processes, 2019, 7(2), 111 (SCI JCR二區)
Weiqin Ying; Yuehong Xie; Xing Xu; Yu Wu; An Xu; Zhenyu Wang, An Efficient and Universal Conical Hypervolume Evolutionary Algorithm in Three or Higher Dimensional Objective Space, IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, 2015.11.1, E98-A(11): 2330~2335 (SCI收錄)
An Xu; Weixing Sun; Ruohong Zhao; Jiurong Wu; Weiqin Ying, Lateral Drift Constrained Structural Optimization of an Actual Supertall Building Acted by Wind Load, Structural Design of Tall and Special Buildings, 2017.06, 26(6), e1344 (SCI JCR二區)
Wenbin Chen; Nagiza F. Samatova; Matthias F. Stallmann; William Hendrix; Weiqin Ying, On Size-Constrained Minimum s-t Cut Problems and Size-Constrained Dense Subgraph Problems, Theoretical Computer Science, 2016.1.4, 609: 434~442 (SCI JCR三區)
Yu Wu; Yuehong Xie; Weiqin Ying; Xing Xu; Zixing Liu, A Partitioning Parallelization with Hybrid Migration of MOEA/D for Bi-Objective Optimization on Message-Passing Clusters, IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences, 2016.4, E99A(4): 843~848 (SCI收錄)
Weiqin Ying; Kaijie Zheng; Yu Wu; Junhui Li; Xin Xu,Neural Architecture Search UsingMulti-objective Evolutionary Algorithm Basedon Decomposition,International Symposium on Intelligence Computation and Applications 2019 (ISICA2019), Guangzhou, 2019.11.16-2016.11.17 (EI收錄)
Weiqin Ying; Yali Deng; Yu Wu; Yuehong Xie; Zhenyu Wang; Zhiyi Lin, A Cone Decomposition Many-Objective Evolutionary Algorithm with Adaptive Direction Penalized Distance , 13th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2018, Beijing, 2018.11.2-2018.11.4 (EI收錄)
Yu Wu; Bin Wu; Weiqin Ying; Yuehong Xie; Weipeng He, Global Pareto Optimality of Cone Decomposition of Bi-Objective Optimization, 2017 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC), Guangzhou, 2017.7.21-2017.7.24 (EI收錄)
