姓名：宋英杰

职称：副教授

邮箱：songyj@sdtbu.edu.cn

主要研究方向：智能优化算法、知识图谱

个人简介：

宋英杰，女，博士、副教授，硕士生导师。中国计算机学会会员，ACM会员，中国人工智能学会会员。近5年，在国内外学术期刊上发表A+类论文二十余篇；ESI高被引论文二十余篇；获批发明专利5项，其中第一发明人3项；获批实用新型专利10余项；登记软件著作权3项；出版学术专著1本；近年来主持国家自然科学基金项目、山东省自然科学基金项目、山东省社会科学规划研究项目、山东省高等学校科研计划项目、赛尔网络下一代互联网技术创新项目、四川省人工智能重点实验室项目、烟台市科技发展计划项目等十余项科研项目；研究成果获烟台市第三十一次社会科学优秀成果二等奖，指导学生参加学科竞赛获省级以上奖项30余项。                

代表性成果：

一、科研项目

二、科研论文

[1] Yingjie Song, Lihuan han, Bin Zhang, WuDeng, A dual-time dual-population multi-objective evolutionary algorithm withapplication to the portfolio optimization problem. Engineering Applications of Artificial Intelligence. 2024，121:106004. (Top期刊, IF: 8.0)

[2] Yingjie Song, Gaoyang Zhao, Bin Zhang,Huayue Chen, Wu Deng，An enhanceddistributed differential evolution algorithm for portfolio optimizationproblems. Engineering Applications ofArtificial Intelligence. 2023，121:106004.( Top期刊, IF: 8.0，他引33次，入选ESI高被引论文)

[3] Yingjie Song, Xing Cai, Xiangbing Zhou,Bin Zhang, Huiling Chen, Yuangang Li, Wuquan Deng, Wu Deng. Dynamic hybrid mechanism-based differentialevolution algorithm and its application. Expert Systems with Applications, 2023, 213: 118834.(Top期刊, IF:8.5, 他引81次, 入选ESI高被引论文).

[4] Yingjie Song, Daqing Wu, Wu Deng,Xiaozhi Gao, Taiyong Li, Bin Zhang, Yuangang Li. MPPCEDE:multi-population parallel co-evolutionary differential evolution for parameteroptimization. EnergyConversion and Management, 2021, 228: 113661. (Top期刊, IF: 10.4, 他引107次, 入选ESI高被引和热点论文).

[5] Yingjie Song, Wu Daqing, Wagdy MohamedAli, Xiangbing Zhou, Bin Zhang, Wu Deng. Enhanced success history adaptive DEfor parameter optimization of photovoltaic models. Complexity, 2021, 2021: 6660115. (IF: 2.3，他引60次, 入选ESI高被引和热点论文).

[6] Yingjie Song, Ying Liu, Huayue Chen, WuDeng. AMulti-Strategy Adaptive Particle Swarm Optimization Algorithm for SolvingOptimization Problem. Electronics, 2023, 12(3): 491. (IF:2.690).

[7] Huayue Chen;Haoyu Long; Tao Chen; Yingjie Song;Huiling Chen; Xiangbing Zhou; Wu Deng. M³FuNet: AnUnsupervised Multivariate Feature Fusion Network for Hyperspectral ImageClassification.IEEETransactions on Geoscience and Remote ensing, 2024,Volume: 62.(Top期刊, IF:7.5,入选ESI高被引和热点论文) .

[8] Deng, Wu; Cai,Xing; Wu, Daqing; Song, Yingjie;Chen, Huiling; Ran, Xiaojuan ; Zhou, Xiangbing; Zhao, Huimin. MOQEA/D:Multi-Objective QEA With Decomposition Mechanism and Excellent Global Searchand Its Application. IEEE Transactions on Intelligent TransportationSystems. 2024.(Top期刊, IF:7.9, 入选ESI高被引和热点论文) .

[9] Huang, Chen; Wu,Daqing; Zhou, Xiangbing; Song, Yingjie;Chen, Huiling; Deng, Wu. Competitive swarm optimizer with dynamicmulti-competitions and convergence accelerator for large-scale optimizationproblems. Applied Soft Computing. 2024, 167: 112252. (Top期刊, IF:7.2, 入选ESI高被引和热点论文) .

[10] Wu Deng, HailongLiu, Junjie Xu, Huimin Zhao, YingjieSong. An improved quantum-inspired differential evolution algorithm fordeep belief network. IEEE Transactions on Instrumentation and Measurement,2020, 69(10): 7319-7327. (T1级期刊, IF: 5.6, 他引403次, 入选ESI高被引和热点论文). A

[11] Wu Deng, JunjieXu, Huimin Zhao, Yingjie Song. A novel gate resource allocation method using improvedPSO-based QEA. IEEE Transactions on Intelligent Transportation Systems,2020, 23(3): 1737-1745. (Top期刊, IF: 8.5, 他引295次, 入选ESI高被引和热点论文).

[12] Wu Deng, JunjieXu, Yingjie Song, Huimin Zhao.Differential evolution algorithm with wavelet basis function and optimalmutation strategy for complex optimization problem. Applied Soft Computing，2021, 100: 106724. (Top期刊, IF:8.7, 他引242次, 入选ESI高被引和热点论文).

[13] Wu Deng, ShifanShang, Xing Cai, Huimin Zhao, YingjieSong, Junjie Xu. An improved differential evolution algorithm and itsapplication in optimization problem. Soft Computing, 2021, 25(7): 5277-5298. (IF:4.1, 他引222次, 入选ESI高被引论文), B

[14] Wu Deng, JunjieXu, Yingjie Song, Huimin Zhao. Aneffective improved co-evolution ant colony optimisation algorithm withmulti-strategies and its application. InternationalJournal of Bio-Inspired Computation,2020, 16(3): 158-170. (IF:3.5, 他引166次, 入选ESI高被引论文).

[15] Huimin Zhao,Jianjie Zheng, Wu Deng, Yingjie Song.Semi-supervisedbroad learning system based on manifold regularization and broad network.IEEE Transactions on Circuits andSystems I: Regular Papers. 2020, 67(3): 983-994. (IF:5.1, 他引218次, 入选ESI高被引和热点论文).

[16] Wu Deng, Hailong Liu, Junjie Xu, HuiminZhao, Yingjie Song. An improvedquantum-inspired differential evolution algorithm for deep belief network. IEEE Transactions on Instrumentation &Measurement, 2020, DOI: 10.1109/TIM.2020.2983233. (IF:5.6, 他引404次, 入选ESI高被引和热点论文).

三、专著

宋英杰, 刘亚清, 张斌, 辛晓. 开放环境下本体演化方法. 人民邮电出版社。

四、专利软著

[1] 发明专利：宋英杰、张斌、唐焕玲、梁远扬、蔡起海, 一种基于视频图像的远程火灾探测系统及方法, ZL202010730365.5.

[2] 发明专利：宋英杰、窦全胜、姜平、唐焕玲、张斌、门洪云，语音查询方法、装置和电子设备, ZL201811440115.7.

[3] 发明专利：宋英杰、张斌、唐焕玲、周翔凤、邢启江，一种设备辅助检修方法和系统, ZL201610608814.2.

[4] 发明专利：唐焕玲、窦全胜、于立萍、宋英杰、鲁眀羽, 一种基于有监督主题模型的文本分类方法及系统, ZL201811398232.1.

[5] 实用新型：宋英杰、张斌、李升起、叶立虎、赵强、刘琴, 一种大数据服务器散热柜, ZL201920663527.0.      

[6] 实用新型：宋英杰、杜张子康、李勇、穆正阳、刘亚丽、周天乐、安志勇, 一种应用于握持类工具的智能防抖握柄, ZL201921643760.9.

[7] 实用新型：张斌、李玉涛、宋英杰、邢启江、门洪云、潘文博、陈阳, 动力环境监控装置和系统, ZL201821870080.6.

[8] 实用新型：王彬、刘亚丽、宋英杰、刘雪蓉, 一种行李箱报警器装置, ZL201720905877.4.

[9] 实用新型：宋英杰、张斌、刘亚清、邓武,  一种航拍校准装置和航拍飞行器, ZL201620319234.7.

[10] 实用新型：宋英杰、张斌、刘亚清、邓武, 一种耳机收线器, ZL201620320571.8.

[11] 软件著作权：张素梅、宋英杰、刘勇、刘亚丽、蔡起海、冷霖宽, TPIE项目管理系统V1.0,2019SR0999756.

[12] 软件著作权：宋英杰、梁远扬、孙林昆、王治祥、李维辉、安志勇, 基于视频分析的智慧楼宇火灾探测预警系统, 2020SR0976236.

[13] 软件著作权：梁远扬、孙林昆、宋英杰、张斌、陈向东、安志勇, 基于IPv6的智慧楼宇应急疏散引导系统, 2020SR0976227.

五、指导研究生

21级，赵高阳，获国家级奖学金。

21级，刘颖，获校级一等奖学金。

22级，韩礼欢，获国家级奖学金。