1. 个人简介

向毅,男,1986年11月生,分别于2010年和2013年取得理学(数学)学士和理学硕士学位。现为中山大学数据科学与计算机专业博士研究生,主要研究方向为演化计算,多目标优化及应用,高维多目标演化算法等。博士阶段主要从事演化算法设计及其实际应用研究。已在国内外重要学术期刊和国际会议上发表论文20多篇,SCI收录11篇(第一作者6篇),EI收录2篇,研究成果被同行引用110多篇/次(Google学术,截止2017.10),累积影响因子36.97. 重要成果发表在演化计算的国际顶级期刊IEEE Transactions on Evolutionary Computation (SCI top,JCR 一区,IF = 10.629), IEEE Transactions on Cybernetics (SCI top,JCR一区, IF=7.384) ,European Journal of Operational Research (运筹学top期刊,JCR 二区,IF = 3.297)等国际期刊。

2. 研究兴趣

演化算法及其应用,特别是多目标演化算法及其在基于搜索的软件工程的应用。

3. 已发表的部分论文

[1] Xiang Y, Zhou Y, Li M, et al. A Vector Angle based Evolutionary Algorithm for Unconstrained Many-Objective Optimization [J]. IEEE Transactions on Evolutionary Computation (SCI收录, JCR 一区 top,IF=10.629),2017, 21(1):131-152

[2] Xiang Y, Zhou Y, Tang L, Chen Z. A Decomposition-based Many-objective Artificial Bee Colony Algorithm [J]. IEEE Transactions on Cybernetics (SCI收录,JCR 一区 top,IF=7.384), 2017, accept

[4] Xiang Y, Zhou Y, Liu H. An elitism based multi-objective artificial bee colony algorithm [J]. European Journal of Operational Research (SCI收录,运筹学领域的top期刊,JCR 二区,IF=3.297),2015, 245 (1):168-193

[5] Xiang Y, Zhou Y. A dynamic multi-colony artificial bee colony algorithm for multi-objective optimization [J]. Applied Soft Computing (SCI收录,JCR 二区, IF=3.541) , 2015, 35(1):766-785

[6] Xiang Y et al. A particle swarm inspired multi-elitist artificial bee colony algorithm for real-parameter optimization [J]. Computational Optimization and Applications (SCI收录, JCR 二区,IF=1.520),2014, 57(2): 493-516

[7] Xiang Y, Peng Jing,Zhou Yuren, Li Miqing, Chen Zefeng. An Angle based Constrained Many-objective Evolutionary Algorithm [J]. Applied Intelligence (SCI收录, CCF-C类期刊,IF=1.904), 2017, 47(3): 705–720

[8] Zhong Y B(硕导), Xiang Y, Liu H L. A multi-objective artificial bee colony algorithm based on division of the searching space [J]. Applied Intelligence (SCI收录, CCF-C类期刊,IF=1.904), 2014,41(4):987-1011

[9] Chen Z, Zhou Y, Xiang Y. A Many-Objective Evolutionary Algorithm Based on A Projection-assisted Intra-family Election [J]. Applied Soft Computing (SCI收录,JCR 二区, IF=3.541), 2017, accepted.

[10] Tang L, Zhou Y, Xiang Y. A Multi-Objective Artificial Bee Colony Algorithm Combined with a Local Search Method [J]. International Journal of Artificial Intelligence Tools (SCI收录), 2016,25(3):1-30

[11] Lai X., Zhou Y. and Xiang Y. Ant Colony Optimization for Triple Product Property Triples to Fast Matrix Multiplication [J]. Soft Computing (SCI收录, CCF-C类期刊), in press, 2016. doi:10.1007/s00500-016-2259-y

[12] Zhong Y B (硕导), Xiang Y et al. A Hybrid Dynamic Multi-swarm PSO Algorithm with Nelder-mead Simplex Search Method [J], Journal of Computational Information Systems (EI收录), 2013, 9(19):7741-7748

[13] 向毅,钟育彬。自适应阶段变异量子粒子群优化算法研究[J],计算机应用研究 (中文核心期刊), 2012, 29(6):2035-2039

[14] 向毅,陈振宇等。人工蜂群算法优化支持向量机及其在音乐流派自动分类中的应用[J], 数学的实践与认识 (中文核心期刊),2013, 47(23): 44-49

[15] Zhong Y B, Xiang Y. Research and Application of Parallel Fuzzy Dynamic Time Warping Algorithm in Music Retrieval[J], Fuzzy engineering and Operations Research (EI收录), 2012,pp. 505-513

[16] 向毅,钟育彬,基于模糊聚类的音乐哼唱检索的研究与实现[J],江南大学学报,2012, 11(3):267-2723.

For fulltext of my papers, please visit my Research Gate homepage at https://www.researchgate.net/profile/Xiang_Yi9/publications

4. 审稿情况

IEEE Transactions on Cybernetics, Swarm and Evolutionary computation, European Journal of Operational Research,Engineering optimization, Journal of Experimental & Theoretical Artificial Intelligence等国际知名期刊的审稿人。国际期刊Applied Intelligence的Review Board 成员

5. 求职意向

高校教师/研究员, 15915914966

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