骆剑平,博士,深圳大学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。主持国家自然科学基金项目、广东省科技厅、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、机器学习(深度学习)、进化计算、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:云计算、机器学习、进化计算、智能优化


  教授课程 (本科):高级语言程序设计、面向对象程序设计、微机原理与接口技术、Matlab & Python

  教授课程(研究生):现代数字信号处理、计算机通信与网络


  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


 

  近年主持科研项目清单:

  1.广东省自然科学基金项目,云计算环境虚拟机动态安置算法研究,在研

  2.深圳科技局基金项目,多目标动态虚拟机超启发式算法研究,在研

  3.深圳市高端人才科研启动项目,在研

  4.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,结题

  5.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,结题

  6.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,结题

  7.深圳市经贸信息委项目,促进绿色云计算发展研究,结题

  8.深圳大学自然科学基金项目:复杂车辆路径算法研究,结题


  部分期刊论文:


       1. 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, 2019, 49(5):1708-1721.   

  2.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, 449C: 164-186.

  3.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.   

  4.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): 235–251.

  5.Yun Yang, Jianping Luo*, L. Huang, and Q. Liu. A Many-Objective
Evolutionary Algorithm with Epsilon-Indicator Direction Vector. Applied So
ft Computing, 2019, 76C: 326-355. 

  6.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    

  7.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      

  8.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       

  9.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 

 10.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。

  11.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.

  12.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,

  13.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

  14.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.

  15.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

  16.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

  17.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



  代表性会议论文:

  1.Jianping Luo, Xiongwen Huang, Xia Li and Kaizhou Gao. A novel particle swarm
optimizer for many-objective optimization, 2019 IEEE Congress on Evolutionary
Computation (CEC), 2019.

  2.Jianping Luo,etc. A New Approach to Building the Gaussian Process Model for Expensive Multi-objective Optimization, ICIST19. 

  3.Hu Xue, Jianping Luo*, Xiongwen Huang and Yun Yang. Effective resource management of cloud data center, 2018 International Conference on Communication, Network and Artificial Intelligence (CNAI2018), Beijing, 2018.4.23-2018.4.25.

  4.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,2014.6.25-2014.6.27.

  5.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,2012.9.14-2012.9.17.

  6.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,2009.5.25-2009.5.27.

  7.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,242-249,2014.7.6-2014.7.11.


  发明专利:

  一种虚拟机的动态调整方法及其系统

  一种基于指标和方向向量相结合的多目标优化方法及系统

  一种基于昂贵多目标优化问题的优化方法及系统

  一种调度方法及电子设备

  一种图像处理方法及电子设备

  一种深度神经网络超参数优化方法

  一种深度神经网络多任务超参数优化方法

 

  软件著作:

  车辆路径智能优化软件模拟平台

  各类仿生算法测算工具软件


  获奖信息:

  深圳市海外高层次人才

  深圳南山区领航人才

  深圳市首届计算机科技贡献奖章获得者

  发表于《电子学报》论文“混合蛙跳算法的Markov模型及其收敛性分析”入选“中国精品科技期刊顶尖学术论文领跑者5000(F5000平台)”


  学术服务:

  IEEE会员

  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


  办公室:N908

  办公电话:8657-3623

  E-mail:camelrock@126.comljp@szu.edu.cn