简介(Biography):
骆剑平,博士,深圳大学电子与信息工程学院副教授,硕士研究生导师,新加坡南洋理工大学访问学者,IEEE会员。主持国家自然科学基金项目、深圳市科技计划基础研究项目和深圳经济贸易信息委员会项目多项,参与多项国家与省市项目。以第一作者发表国内外高水平期刊杂志和会议论文二十余篇。担任多个国际杂志的特约审稿人。主要研究领域为云计算、进化计算、机器学习(深度学习)、现代智能优化技术。深圳市海外高层次人才,深圳市南山区领航人才,深圳市首届计算机科技贡献奖章获得者。
研究兴趣(Research Interests):
研究生招生方向:
学术型硕士:信息与通信工程
专业型硕士:电子与通信工程
主讲课程(Teaching Courses):
主要学术兼职(Academic Service)
国际期刊杂志:Journal of Autonomous Intelligence编委
REFEREES FOR JOURNALS AND CONFERENCES:
IEEE Transaction on Cybernetics
European journal of Operation Research
Information Sciences
Computers & Industrial Engineering
Expert Systems with Applications
Soft Computing
Computers & Operation Research
科研项目(Research Projects):
国家自然科学基金,多目标复杂车辆路径问题中的模因优化方法研究,61301298,主持
深圳市基础研究项目,基于模因进化的复杂大规模车辆路径问题优化方法研究,JCYJ20120613161222123,主持
深圳市基础研究项目,绿色云计算中基于模因进化的资源动态管理优化方法研究,JCYJ2013032911062410,主持
深圳市经贸信息委项目,促进绿色云计算发展研究,主持
深圳大学自然科学基金项目:复杂车辆路径算法研究,主持
学术成果(Publications)
部分期刊论文Some Selected Journal Papers
Jianping Luo, Liang Chen, Qingfu Zhang. Novel Multi-task Conditional Neural Network Surrogate Models, IEEE Transactions on Cybernetics, 2020. (DOI: 10.1109/TCYB.2020.3014126) online.(SCI 一区)
Jianping Luo, Abhishek Gupta,Yew-Soon Ong, Zhenkun Wang. Evolutionary Optimization of Expensive Multi-objective Problems with Co-sub-Pareto Front Gaussian Process Surrogates. IEEE Transactions on Cybernetics, DOI:10.1109/TCYB.2018.2811761,to appear.
Jianping Luo, Yun Yang, Qiqi Liu, Xia Li, Minrong Chen and Kaizhou Gao. A new hybrid memetic multi-objective optimization algorithm for multi-objective optimization, Information Sciences,2018, to appear.
Jianping Luo, Yun Yang, Qiqi Liu,Xia Li, Min-rong Chen. A decomposition-based multi-objective evolutionary algorithm with quality indicator. Swarm and Evolutionary Computation,2018, 39 (C): 339-355.
Jianping Luo, Qiqi Liu, Yun Yang, Xia Li, Min-rong Chen, Wenming Cao. An artificial bee colony algorithm for multi-objective optimization. Applied Soft Computing, 2016 (50): 235–
Jianping Luo、Xia Li、Min-Rong Chen. A novel hybrid shuffled frog-leaping algorithm for vehicle routing problem with time windows,Information Sciences,2015-4,316:266-292
Jianping Luo、Xia Li、Min-Rong Chen. Hybrid Shuffled Frog Leaping Algorithm for Energy-Efficient Dynamic Consolidation of Virtual Machines in Cloud Data Centers. Expert Systems With Applications, 2014-10, 41(10):5804-5816
Jianping Luo、Min-Rong Chen. Multi-phase Modified Shuffled Frog Leaping Algorithm with Extremal Optimization for the MDVRP and the MDVRPTW,Computers & Industrial Engineering,2014-6, 72:84-97
Jianping Luo、Min-Rong Chen. Improved Shuffled Frog Leaping Algorithm and its Multi-Phase Model for Multi-Depot Vehicle Routing Problem,Expert Systems With Applications, 2014-4, 41(5): 2535–2545
Jianping Luo,Xia Li,Min-rong Chen,Multi-PhaseHeuristic for Multi-Depots Vehicle Routing Problem,Journal of Software Engineering and Applications,2013,6(3):82-86。
Xia Li,Jianping Luo,Min-Rong Chen,Na Wang,An improved shuffled frog-leaping algorithm with extremal optimisation for continuous optimisation,Information Sciences,2012,192(5):143-151.
Kaizhou Gao,Jianping Luo,Discrete harmony search algorithm for scheduling and rescheduling the reprocessing problems in remanufacturing: A case study, Engineering Optimization, doi.org/10.1080/0305215X.2017.1391240,
骆剑平,李霞,陈泯融,基于改进混合蛙跳算法的CVRP求解,电子与信息学报,2011,(02):429-434
骆剑平,李霞,陈泯融,混合蛙跳算法的Markov模型及其收敛性分析,电子学报2010,(12):2875-2880.
骆剑平,李霞,陈泯融,云计算环境中基于混合蛙跳算法的资源调度,计算机工程与应用,2012,(29):67-72
骆剑平,陈泯融,混合蛙跳算法及其改进算法的运动轨迹及收敛性分析,信号处理,2010,(09)1428-1433
骆剑平,李霞,陈泯融,,求解TSP的改进混合蛙跳算法,深圳大学学报(理工版),2010,(02):173-179
部分会议论文Some Selected Conference Papers
Jianping Luo, Shaofei Huang, Yuan Yuan. Video Super-Resolution using Multi-scale Pyramid 3D Convolutional Networks. 2020 ACM Multimedia (ACM MM).(机器视觉多媒体国际顶会,CCF A类会议)
Jianping Luo,Xia Li,Min-Rong Chen,Hongwei Liu,An improved multi-objective evolution algorithm based on shuffled frog leaping,Management, Knowledge and learning international conference,Portoro,6.25-2014.6.27.
Jianping Luo,Xia Li,Min-rong Chen,A Novel Meta-heuristic for the Multi-depot VehicleRouting Problem,Communications in Computer and Information Science (ICICA2012),216-224,chengde,9.14-2012.9.17.
Luo, Jianping,Chen, Min-Rong,Li, Xia,A Novel Hybrid Algorithm for Global Optimization Based on EO and SFLA,4th IEEE Conference on Industrial Electronics and Applications,1926-1930,Xian, PEOPLES R CHINA,5.25-2009.5.27.
Min-rong Chen,Wei Zen,Guo-qiang Zeng,Xia Li,Jian-Ping Luo. A Novel Artificial BeeColony Algorithm with Integration of Extremal Optimization for NumericalOptimization Problems,Evolutionary Computation (CEC), 2014 IEEE Congress on,242-249,7.6-2014.7.11.
Hu Xue,Jianping Luo*, Xiongwen Huang and Yun Yan. Effective resource management of cloud data center, 2018International Conference on Electrical, Control and Mechanical Engineering (ECME2018).
专利Patents