顾幸生 收藏
( 任职于 信息科学与工程学院自动化系)
1960年7月生，教授、博导。1982年7月于南京化工学院获工学学士学位；1988年7月于华东化工学院获工学硕士学位；1993年7月于华东理工大学获工学博士学位。现任华东理工大学教授，博士生导师，“控制理论与控制工程”国家和上海市重点学科、“化工过程先进控制与优化技术”教育部重点实验室学术带头人，“控制科学与工程”一级学科博士点负责人等。兼任中国系统仿真学会常务理事、上海市自动化学会副理事长、中国化工学会化工自动化及仪表专业委员会常务副主任、中国自动化学会过程控制专业委员会常务委员等，《Cognitive Neurod... 详细>>
被引量：6,601H指数：36SCI-EXPANDED： 117 EI： 338 北大核心： 280 CSSCI： 1 CSCD： 275 SSCI： 2
- Improved particle swarm optimization algorithm based novel encoding and decoding schemes for flexible job shop scheduling problem被引量：115收藏
- 作者：Ding, Haojie Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：COMPUTERS & OPERATIONS RESEARCH 2020
- 关键词：Flexible job shop scheduling problem Particle swarm optimization algorithm Encoding and decoding schemes Local search Operations research
- 质疑
- Double global optimum genetic algorithm-particle swarm optimization-based welding robot path planning被引量：109收藏
- 作者：Wang, Xuewu Shi, Yingpan Ding, Dongyan Gu, Xingsheng
- 机构：E China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：ENGINEERING OPTIMIZATION 2016
- 关键词：welding robot path planning genetic algorithm particle swarm optimization double global optimum
- 质疑
- 基于进化算法的多目标优化方法被引量：108收藏
- 作者：蓝艇 刘士荣 顾幸生
- 机构：杭州电子科技大学自动化学院;华东理工大学自动化研究所
- 来源：《控制与决策》 2006
- 关键词：进化算法 多目标优化 Pareto最优
- 摘要：进化算法在解决多目标优化问题中有其特有的优势.首先对多目标优化问题进行了描述;然后结合研究现状讨论了目前几种主要的基于进化算法的多目标优化方法,以及它们的优缺点;最后给出了多目标进化优化算法的一些应用,以及进化多目标优化...
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- A novel competitive co-evolutionary quantum genetic algorithm for stochastic job shop scheduling problem被引量：96收藏
- 作者：Gu, Jinwei Gu, Manzhan Cao, Cuiwen Gu, Xingsheng
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：COMPUTERS & OPERATIONS RESEARCH 2010
- 关键词：Stochastic Job shop scheduling Competitive Co-evolution algorithm Genetic algorithm
- 质疑
- 差分进化算法研究进展被引量：89收藏
- 作者：周艳平 顾幸生
- 机构：华东理工大学自动化研究所
- 来源：《化工自动化及仪表》 2007
- 关键词：差分进化算法 进化计算 优化 进展
- 摘要：针对一种新兴的进化算法——差分进化算法,介绍该算法的基本原理、算法流程、算法参数及其对算法性能的影响,总结控制变量选择的经验规则,归纳了改进差分进化算法和算法在相关领域的应用概况,已研究的理论和应用成果均证明该进化算法的...
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- 求解约束优化问题的文化算法研究被引量：87收藏
- 作者：黄海燕 顾幸生 刘漫丹
- 机构：华东理工大学自动化研究所
- 来源：《自动化学报》 2007
- 关键词：文化算法 约束优化 多层信念空间
- 摘要：文化算法的主要思想是明确地从进化种群中获得求解问题的知识(即信念)并用于指导搜索过程.本文提出了一种基于多层信念空间的文化算法,该算法通过对多层信念空间的择优选用将提取的知识用于提高进化计算性能来解决约束优化问题.应用实...
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- A survey of welding robot intelligent path optimization被引量：86收藏
- 作者：Wang, Xuewu Zhou, Xin Xia, Zelong Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF MANUFACTURING PROCESSES 2021
- 关键词：welding robot path optimization intelligent optimization algorithm multi-objectives obstacle avoidance
- 质疑
- A hybrid discrete differential evolution algorithm for the no-idle permutation flow shop scheduling problem with makespan criterion被引量：74收藏
- 作者：Deng, Guanlong Gu, Xingsheng
- 机构：E China Univ Sci & Technol
- 来源：COMPUTERS & OPERATIONS RESEARCH 2012
- 关键词：No-idle flow shop Scheduling Differential evolution Speed-up Insert neighborhood Local search
- 质疑
- Hybrid of human learning optimization algorithm and particle swarm optimization algorithm with scheduling strategies for the flexible job-shop scheduling problem被引量：74收藏
- 作者：Ding, Haojie Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2020
- 关键词：Human learning algorithm Adaptive learning system Particle swarm optimization algorithm Flexible job-shop scheduling problem Scheduling strategy Operations research
- 质疑
- MMNet: Multi-modal multi-stage network for RGB-T image semantic segmentation被引量：65收藏
- 作者：Lan, Xin Gu, Xiaojing Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：APPLIED INTELLIGENCE 2022
- 关键词：Semantic segmentation Multi-modal Multi-stage Feature fusion
- 质疑
- A hybrid co-evolutionary cultural algorithm based on particle swarm optimization for solving global optimization problems被引量：59收藏
- 作者：Sun, Yang Zhang, Lingbo Gu, Xingsheng
- 机构：E China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2012
- 关键词：Co-evolutionary algorithm Cultural algorithm Particle swarm optimization Global optimization Factorial design Orthogonal test
- 质疑
- An improved discrete artificial bee colony algorithm to minimize the makespan on hybrid flow shop problems被引量：58收藏
- 作者：Cui, Zhe Gu, Xingsheng
- 机构：E China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2015
- 关键词：Hybrid flow shop problem Scheduling Mathematical model Artificial bee colony Orthogonal test
- 质疑
- Spot welding robot path planning using intelligent algorithm被引量：51收藏
- 作者：Wang, Xuewu Yan, Yixin Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：JOURNAL OF MANUFACTURING PROCESSES 2019
- 关键词：Welding robot Obstacle avoidance Energy consumption Path optimization CG-MOPSO
- 质疑
- Online obstacle avoidance path planning and application for arc welding robot被引量：48收藏
- 作者：Zhou, Xin Wang, Xuewu Xie, Zuhong Li, Fang Gu, Xingsheng
- 机构：East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING 2022
- 关键词：Arc welding 7-DOF welding robot Online path planning Obstacle avoidance Lazy-PRM
- 质疑
- Chance constrained programming models for refinery short-term crude oil scheduling problem被引量：46收藏
- 作者：Cao, Cuiwen Gu, Xingsheng Xin, Zhong
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：APPLIED MATHEMATICAL MODELLING 2009
- 关键词：Short-term crude oil scheduling problem Demands uncertainty Chance constrained mixed-integer nonlinear programming Stochastic Fuzzy
- 质疑
- A novel fault diagnosis technique for wind turbine gearbox被引量：46收藏
- 作者：Hu, Wenfeng Chang, Hong Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：APPLIED SOFT COMPUTING 2019
- 关键词：Wind turbine gearbox Approximate entropy Wavelet packet transform Kernel extreme learning machine Particle swarm optimization Fault diagnosis
- 质疑
- AEB-RRT*: an adaptive extension bidirectional RRT* algorithm被引量：45收藏
- 作者：Wang, Xuewu Wei, Jianbin Zhou, Xin Xia, Zelong Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：AUTONOMOUS ROBOTS 2022
- 关键词：Adaptive extension Bidirectional RRT* Post-processing optimization The Manhattan distance Path planning
- 质疑
- Distributed assembly permutation flow-shop scheduling problem with sequence-dependent set-up times using a novel biogeography-based optimization algorithm被引量：40收藏
- 作者：Huang, Jialin Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：ENGINEERING OPTIMIZATION 2022
- 关键词：Scheduling problem biogeography-based optimization algorithm distributed assembly permutation flow shop sequence-dependent set-up times
- 质疑
- Path Planning for the Gantry Welding Robot System Based on Improved RRT被引量：40收藏
- 作者：Wang, Xuewu Gao, Jin Zhou, Xin Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING 2024
- 关键词：welding robots gantry structure path planning RRT*
- 质疑
- 基于差分进化算法-最小二乘支持向量机的软测量建模被引量：39收藏
- 作者：林碧华 顾幸生
- 机构：华东理工大学自动化研究所
- 来源：《化工学报》 2008
- 关键词：软测量 最小二乘支持向量机 差分进化算法 对羧基苯甲醛
- 摘要：软测量技术是解决工业过程中存在的一类难以在线测量参数估计问题的有效方法,该技术的核心是建立优良的数学模型。支持向量机是基于统计学理论的一种机器学习方法,最小二乘支持向量机是一种扩展的支持向量机,相对于支持向量机具有较快求...
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- A Discrete Artificial Bee Colony Algorithm for Minimizing the Total Flow Time in the Blocking Flow Shop Scheduling被引量：37收藏
- 作者：Deng Guanlong Xu Zhenhao Gu Xingsheng
- 机构：E China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2012
- 关键词：blocking flow shop scheduling artificial bee colony algorithm total flow time
- 质疑
- Multiobjective Path Optimization for Arc Welding Robot Based on DMOEA/D-ET Algorithm and Proxy Model被引量：36收藏
- 作者：Wang, Xuewu Xia, Zelong Zhou, Xin Guo, Yinan Gu, Xingsheng Yan, Huaicheng
- 机构：East China Univ Sci & Technol;China Univ Min & Technol;Chengdu Univ
- 来源：IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT 2021
- 关键词：Adaptive strategy arc welding robot decomposition multiobjective evolutionary algorithm based on the event triggering (DMOEA/D-ET) event triggering strategy path optimization welding deformation
- 质疑
- Intelligent welding robot path optimization based on discrete elite PSO被引量：36收藏
- 作者：Wang, Xuewu Shi, Yingpan Yan, Yixin Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：SOFT COMPUTING 2017
- 关键词：Welding robots Path optimization Particle swarm optimization Elite strategy
- 质疑
- 基于小波多分辨率分析和主元分析的电力电子电路故障诊断被引量：36收藏
- 作者：于飞 田玲玲 刘喜梅 顾幸生
- 机构：北京理工大学二系;青岛科技大学自动化与电子工程学院;华东理工大学信息科学与工程学院
- 来源：《华东理工大学学报（自然科学版）》 2006
- 关键词：小波变换 多分辨率分析 主元分析 电力电子电路 故障诊断
- 摘要：将小波多分辨率分析和主元分析方法以及归纳学习理论-决策树分类方法应用于电力电子电路的故障诊断中,提高了诊断效率及分类准确性,仿真结果验证了提出方法的正确性和有效性。
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- A two-stage discrete water wave optimization algorithm for the flowshop lot-streaming scheduling problem with intermingling and variable lot sizes被引量：35收藏
- 作者：Wang, Wenyan Xu, Zhenhao Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：KNOWLEDGE-BASED SYSTEMS 2022
- 关键词：Lot-streaming Flowshop Intermingling Batch transfer Water wave optimization algorithm
- 质疑
- Multi-block statistics local kernel principal component analysis algorithm and its application in nonlinear process fault detection被引量：33收藏
- 作者：Zhou, Bingqian Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：NEUROCOMPUTING 2020
- 关键词：Multi-block Local KPCA Statistics pattern analysis Bayesian strategy analysis Fault detection
- 质疑
- An asynchronous genetic local search algorithm for the permutation flowshop scheduling problem with total flowtime minimization被引量：30收藏
- 作者：Xu, Xiao Xu, Zhenhao Gu, Xingsheng
- 机构：E China Univ Sci & Technol
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2011
- 关键词：Scheduling Genetic algorithm Permutation flow shop Total flowtime
- 质疑
- 三群协同粒子群优化算法被引量：30收藏
- 作者：刘卓倩 顾幸生 陈国初
- 机构：华东理工大学自动化研究所
- 来源：《华东理工大学学报（自然科学版）》 2006
- 关键词：粒子群算法 协同 优化
- 摘要：针对基本粒子群优化算法易陷入局部极值点、搜索精度低等缺点,提出了一种三群协同粒子群优化算法(TSC-PSO)。搜索时,如果全局极值连续若干代没有改善,粒子未找到全局最优点,就任选某个优群,将其群内粒子和差群粒子交换。仿真...
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- Dual-Objective Collision-Free Path Optimization of Arc Welding Robot被引量：29收藏
- 作者：Wang, Xuewu Wei, Jianbin Zhou, Xin Xia, Zelong Gu, Xingsheng
- 机构：East China Univ Sci & Technol
- 来源：IEEE ROBOTICS AND AUTOMATION LETTERS 2021
- 关键词：Dual-objective optimization arc welding robot path planning grid method and obstacle avoidance
- 质疑
- A Collision-free path planning approach based on rule guided lazy-PRM with repulsion field for gantry welding robots被引量：28收藏
- 作者：Zhou, Xin Wang, Xuewu Xie, Zuhong Gao, Jin Li, Fang Gu, Xingsheng
- 机构：Shanghai Univ Elect Power;East China Univ Sci & Technol;Shanghai Jiao Tong Univ
- 来源：ROBOTICS AND AUTONOMOUS SYSTEMS 2024
- 关键词：Arc welding 15-DOF redundant gantry robots online path planning collision avoidance lazy-PRM
- 质疑
