徐航
一、個(gè)人簡(jiǎn)介
徐航,1990年出生,專任教師,副教授,碩士生導(dǎo)師;入選莆田市“343”重點(diǎn)產(chǎn)業(yè)政策研究小組,福建省C類高層次人才,莆田學(xué)院青年拔尖人才;主持國(guó)家自然科學(xué)基金項(xiàng)目一項(xiàng)、福建省自然科學(xué)基金項(xiàng)目一項(xiàng)、福建省教育廳項(xiàng)目一項(xiàng)、莆田市科技局項(xiàng)目一項(xiàng)、莆田學(xué)院引進(jìn)人才科研啟動(dòng)項(xiàng)目一項(xiàng)、莆田學(xué)院教改重大項(xiàng)目一項(xiàng);共發(fā)表SCI/EI論文20余篇,其中以第一作者發(fā)表10余篇JCR一區(qū)期刊論文;授權(quán)國(guó)家發(fā)明專利1項(xiàng);獲2021年度莆田學(xué)院科研先進(jìn)個(gè)人。
教育經(jīng)歷:
2014.9-2018.6 廈門大學(xué) 碩博連讀(博士階段) 計(jì)算機(jī)科學(xué)與技術(shù)
2012.9-2014.6 廈門大學(xué) 碩博連讀(碩士階段) 軟件工程
2007.9-2012.6 廈門大學(xué) 學(xué)士 軟件工程
工作經(jīng)歷:
2021.11-至今 莆田學(xué)院 機(jī)電與信息工程學(xué)院 副教授
2019.06-2020.06 新西蘭 Victoria University of Wellington 博士后研究員
2018.05-2021.11 莆田學(xué)院 機(jī)電與信息工程學(xué)院 講師
聯(lián)系方式:18054817939,郵箱:hangxu520@hotmail.com
二、科研項(xiàng)目
研究項(xiàng)目
1. “基于分層進(jìn)化的大規(guī)模多目標(biāo)特征選擇方法研究”,國(guó)家自然科學(xué)基金,2022-2024,主持,30萬(wàn)
2. “面向大規(guī)模兩目標(biāo)特征選擇的進(jìn)化算法研究”,福建省自然科學(xué)基金,2020-2023,主持,8萬(wàn)
3. “基于進(jìn)化計(jì)算的復(fù)雜多目標(biāo)優(yōu)化問(wèn)題研究”,福建省教育廳科技項(xiàng)目,2019-2021,主持,1萬(wàn)
4. “智能計(jì)算與大數(shù)據(jù)分析平臺(tái)研究”, 莆田市科技局項(xiàng)目,2021-2023,主持,200萬(wàn)
5. “面向復(fù)雜高維多目標(biāo)優(yōu)化的層次進(jìn)化模型研究”, 莆田學(xué)院引進(jìn)人才科研啟動(dòng)項(xiàng)目,2019-2022,主持,20萬(wàn)
三、科研成果
論文著作
1. Xu Hang, Xue Bing, Zhang Mengjie. A Duplication Analysis-Based Evolutionary Algorithm for Biobjective Feature Selection [J]. IEEE Transactions on Evolutionary Computation, 2021, 25(2): 205-218. (中科院一區(qū),JCR一區(qū))
2. Xu Hang, Zeng Wenhua, Zhang Defu, Zeng Xiangxiang. MOEA/HD: A multiobjective evolutionary algorithm based on hierarchical decomposition [J]. IEEE Transactions on Cybernetics, 2019, 49(2): 517-526. (中科院一區(qū),JCR一區(qū))
3. Xu Hang, Zeng Wenhua, Zeng Xiangxiang, Yen G. Gary. An evolutionary algorithm based on Minkowski distance for many-objective optimization [J]. IEEE Transactions on Cybernetics, 2019, 49(11): 3968-3979. (中科院一區(qū),JCR一區(qū))
4. Xu Hang, Zeng Wenhua, Zeng Xiangxiang, Yen G. Gary. A polar-metric-based evolutionary algorithm [J]. IEEE Transactions on Cybernetics, 2021, 51(7): 3429-3440. (中科院一區(qū),JCR一區(qū))
5. Xu Hang, Xue Bing, Zhang Mengjie, "Probe Population Based Initialization and Genetic Pool Based Reproduction for Evolutionary Bi-Objective Feature Selection," in IEEE Transactions on Evolutionary Computation, doi: 10.1109/TEVC.2024.3403655. (中科院一區(qū),JCR一區(qū))
6. Xu Hang, Xue Bing, Zhang Mengjie, "A Bi-Search Evolutionary Algorithm for High-Dimensional Bi-Objective Feature Selection," in IEEE Transactions on Emerging Topics in Computational Intelligence, doi: 10.1109/TETCI.2024.3393388. (中科院三區(qū),JCR一區(qū))
7. Xu Hang, Chaohui Huang, Hui Wen, Tao Yan, Yuanmo Lin, and Ying Xie. A Hybrid Initialization and Effective Reproduction-Based Evolutionary Algorithm for Tackling Bi-Objective Large-Scale Feature Selection in Classification. Mathematics. 2024; 12(4):554. (中科院三區(qū),JCR一區(qū))
8. Xu Hang, Chaohui Huang, Jianbing Lin, Min Lin, Huahui Zhang, and Rongbin Xu. A Multi-Task Decomposition-Based Evolutionary Algorithm for Tackling High-Dimensional Bi-Objective Feature Selection. Mathematics. 2024; 12(8):1178. (中科院三區(qū),JCR一區(qū))
9. Xu Hang. A Dynamic Tasking-Based Evolutionary Algorithm for Bi-Objective Feature Selection. Mathematics. 2024; 12(10):1431. (中科院三區(qū),JCR一區(qū))
10. Qian Weihua, Xu Hang(共同第一作者), Chen Houjin, Yang Lvqing, Lin Yuanguo, Xu Rui, Yang Mulan, and Liao Minghong. A Synergistic MOEA Algorithm with GANs for Complex Data Analysis[J]. Mathematics, 2024, 12(2): 175-204. (中科院三區(qū),JCR一區(qū))
11. Xu Hang. An Interpolation-Based Evolutionary Algorithm for Bi-Objective Feature Selection in Classification. Mathematics. 2024; 12(16):2572. https://doi.org/10.3390/math12162572 (中科院三區(qū),JCR一區(qū))
知識(shí)產(chǎn)權(quán)
1. 徐航、聞?shì)x、林元模、許榮斌、嚴(yán)濤、黃淋云. 用于多目標(biāo)進(jìn)化特征選擇算法的自適應(yīng)種群初始化方法和存儲(chǔ)設(shè)備. ZL 202110856379.6. 2014.07.30.(發(fā)明專利,授權(quán))
四、其他
獲獎(jiǎng)成果
無(wú)
個(gè)人榮譽(yù)
1. 2021年獲“莆田學(xué)院科研先進(jìn)個(gè)人”榮譽(yù)稱號(hào)
2. 2023年獲“莆田學(xué)院青年拔尖人才”榮譽(yù)稱號(hào)
3. 2024年獲“福建省C類高層次人才”榮譽(yù)稱號(hào)