(一)個人基礎信息
姓名:範勤勤
性別:男
職稱🧜🏼♀️:副教授
電子郵箱:qqfan@shmtu.edu.cn
(二)教育經歷
2012.09—2015.06:華東理工大學信息科學與工程意昂,獲博士學
2008.09—2011.03:華東理工大學信息科學與工程意昂🤽🏿♀️,獲碩士學位
2003.09—2007.07:武漢工程大學電氣信息意昂,獲學士學位
(三)工作經歷
2015.09—🌾🕺🏼:意昂体育注册物流研究中心,副教授
2011.05—2012.08:浙江工程設計有限公司電儀室,助理工程師
二👨🏽🦳、科學研究
(一)研究領域
1. 約束優化、多目標優化、進化算法、機器學習🦍。
2. 物流運作優化、博弈優化🚀、rfid網絡布局優化、動態優化等。
3. 工業應用。
(二)代表性論文成果
已發表論文20余篇,其中SCI收錄論文14篇、EI收錄論文2篇。
[1] Q.Q. Fan and X.F. Yan. Self-adaptive differential evolution algorithm with zoning evolution of control parameters and adaptive mutation strategies. IEEE Transactions on Cybernetics, 2016, 46(1):219-232.
[2] Q.Q. Fan *, X.F. Yan, Y.L. Zhang. Auto-selection mechanism of differential evolution algorithm variants and its application. European Journal of Operational Research, 2017.doi.org/10.1016/j.ejor.2017.10.013
[3] Q.Q. Fan and X.F. Yan. Self-adaptive differential evolution algorithm with discrete mutation control parameters. Expert Systems with Applications, 2015, 42(3):1551-1572.
[4]Q.Q. Fan *, W.L. Wang, and X.F. Yan. Multi-objective differential evolution with performance-metric-based self-adaptive mutation operator for chemical and biochemical dynamic optimization problems. Applied Soft Computing, 2017. 59: 33-44
[5] Q.Q. Fan and X.F. Yan. Self-adaptive particle swarm optimization with multiple velocity strategies and its application for p-xylene oxidation reaction process optimization. Chemometrics and Intelligent Laboratory Systems, 2014, 12,139(15): 15-25.
[6] Q.Q. Fan* and Y.L. Zhang. Self-adaptive differential evolution algorithm with crossover strategies adaptation and its applications in parameter estimation. Chemometrics and Intelligent Laboratory Systems, 2016, 151:164-171.
[7] Q.Q. Fan and X.F. Yan. Multi-objective modified differential evolution algorithm with archive-base mutation for solving multi-objective optimization of p-xylene oxidation reaction process. Journal of Intelligent Manufacturing, 2018. 29(1):35-49.
[8] Q.Q. Fan and X.F. Yan. Differential evolution algorithm with self-adaptive strategy and control parameters for p-xylene oxidation process optimization. Soft Computing, 2015, 19(5): 1363-1391.
[9] Q.Q. Fan*, X.F. Yan, and Y. Xue. Prior knowledge guided differential evolution. Soft Computing, 2017. 21(22):6841-6858.
[10] Y.M. Dong,Q.Q. Fan, and X.F. Yan. Development of a hybrid model for sodium gluconate fermentation by aspergillus niger. Journal of Chemical Technology and Biotechnology, 2014, 89(12):1875-1882.
[11] Q.Q. Fan *, W.L. Wang, and X.F. Yan. Differential evolution algorithm with strategy adaptation and knowledge-based control parameters. Artificial Intelligence Review, 2017: 1-35. DOI 10.1007/s10462-017-9562-6