成果/Result
- 基于精英选择和个体迁移的多目标遗传算法被引量：66收藏
- 作者：祁荣宾 钱锋 杜文莉 颜学峰
- 机构：华东理工大学自动化研究所
- 来源：《控制与决策》 2007
- 关键词：多目标优化 遗传算法 Pareto最优解
- 摘要：提出基于遗传算法求解多目标优化问题的方法,将多目标问题分解成多个单目标优化问题,用遗传算法分别在每个单目标种群中并行搜索.在进化过程中的每一代,采用精英选择和个体迁移策略加快多个目标的并行搜索,提出了控制Pareto最优...
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- Self-adaptive differential evolution algorithm with α-constrained-domination principle for constrained multi-objective optimization被引量：52收藏
- 作者：Qian, Feng Xu, Bin Qi, Rongbin Tianfield, Huaglory
- 机构：E China Univ Sci & Technol;Glasgow Caledonian Univ
- 来源：SOFT COMPUTING 2012
- 关键词：Constrained optimization Differential evolution Self-adaptive strategy Multi-objective optimization alpha-constrained-domination
- Dynamic Optimization of Industrial Processes With Nonuniform Discretization-Based Control Vector Parameterization被引量：44收藏
- 作者：Chen, Xu Du, Wenli Tianfield, Huaglory Qi, Rongbin He, Wangli Qian, Feng
- 机构：E China Univ Sci & Technol;Glasgow Caledonian Univ
- 来源：IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING 2014
- 关键词：Dynamic optimization hybrid gradient particle swarm optimization nonuniform discretizetion-based control vector parameterization
- A Hybrid Improved Genetic Algorithm and Its Application in Dynamic Optimization Problems of Chemical Processes被引量：26收藏
- 作者：Sun Fan Du Wenli Qi Rongbin Qian Feng Zhong Weimin
- 机构：E China Univ Sci & Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2013
- 关键词：genetic algorithm simplex method dynamic optimization chemical process
- Multi-objective robust optimization based on NSGA-II and degree of robustness被引量：24收藏
- 作者：Qiang, Jie Qi, Rongbin Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Proceedings of the World Congress on Intelligent Control and Automation (WCICA) 2010
- 关键词：Optimal systems - Decision making - Robustness (control systems)
- Hybrid bi-objective portfolio optimization with pre-selection strategy被引量：23收藏
- 作者：Qi, Rongbin Yen, Gary G.
- 机构：East China Univ Sci & Technol;Oklahoma State Univ
- 来源：INFORMATION SCIENCES 2017
- 关键词：Portfolio optimization Assets selection Evolutionary algorithm Bi-objective optimization Quadratic programming Local search
- Research on industrial modeling of ethylene oxide hydration reactor被引量：22收藏
- 作者：Sun, Fan Luo, Na Qi, Rongbin Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; Automatic Institute
- 来源：2011 International Symposium on Advanced Control of Industrial Processes, ADCONIP 2011 2011
- 关键词：Rate constants - Least squares approximations - Ethylene - Energy utilization - Industrial research
- Hybrid gradient particle swarm optimization for dynamic optimization problems of chemical processes被引量：22收藏
- 作者：Chen, Xu Du, Wenli Qi, Rongbin Qian, Feng Tianfield, Huaglory
- 机构：E China Univ Sci & Technol;Glasgow Caledonian Univ
- 来源：ASIA-PACIFIC JOURNAL OF CHEMICAL ENGINEERING 2013
- 关键词：dynamic optimization particle swam optimization gradient-based algorithms control vector parameterization industrial process optimization
- Optimization of p-xylene oxidation reaction process based on self-adaptive multi-objective differential evolution被引量：21收藏
- 作者：Xu, Bin Qi, Rongbin Zhong, Weimin Du, Wenli Qian, Feng
- 机构：E China Univ Sci & Technol;E China Univ Sci & Technol
- 来源：CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS 2013
- 关键词：P-xylene oxidation Purified terephthalic acid Operation condition optimization Multi-objective optimization Differential evolution
- A novel hybrid particle swarm optimization algorithm merging crossover mutation and chaos被引量：17收藏
- 作者：Liu, Zhao Qi, Rongbin Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Huagong Xuebao/CIESC Journal 2010
- 关键词：Iterative methods - Global optimization - Particle swarm optimization (PSO)
- Steady-state target real-time optimization for adaptive constrained generalized predictive control被引量：16收藏
- 作者：Li, Chaochun Cheng, Hui Qi, Rongbin Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：2012 12th International Conference on Control, Automation, Robotics and Vision, ICARCV 2012 2012
- 关键词：Constrained optimization - Predictive control systems - Dynamics - Linear programming
- An application of the improved hybrid particle swarm optimization method in the gasoline blending process被引量：16收藏
- 作者：Shu, Yue Cheng, Hui Liu, Yi Qi, Rongbin Liu, Zhao Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; SinoPec Jinling Petrochemical Ltd.
- 来源：IWACIII 2011 - International Workshop on Advanced Computational Intelligence and Intelligent Informatics, Proceedings 2011
- 关键词：Gasoline - Blending - Particle swarm optimization (PSO)
- Path planning for mobile anchor node in localization based on ad-hoc localization algorithm被引量：14收藏
- 作者：Pu, Shi Qi, Rong-Bin Jin, Wen-Hao Qian, Feng
- 机构： East China University of Science and Technology; Shanghai Consulting and Academic Activeties Center for Academicians
- 来源：IWACIII 2013 - 3rd International Workshop on Advanced Computational Intelligence and Intelligent Informatics 2014
- 关键词：Computational complexity - Motion planning - Energy utilization
- Localization with a mobile anchor using ABC-GA hybrid algorithm in wireless sensor networks被引量：14收藏
- 作者：Li, Sijin Qi, Rongbin Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：IWACIII 2011 - International Workshop on Advanced Computational Intelligence and Intelligent Informatics, Proceedings 2011
- 关键词：Sensor nodes
- Path planning for mobile anchor node in localization based on ad-hoc localization algorithm被引量：14收藏
- 作者：Pu, Shi Qi, Rong-Bin Jin, Wen-Hao Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; Shanghai Consulting and Academic Activeties Center for Academicians of Chinese Academy of Eng.
- 来源：Journal of Donghua University (English Edition) 2014
- 关键词：Energy utilization
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- Evolutionary algorithm based on the evolution of Pareto archive and individual migration被引量：13收藏
- 作者：Qi, Rongbin Ma, Tianyi Sun, Fan Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; Shanghai Business School
- 来源：2011 International Symposium on Advanced Control of Industrial Processes, ADCONIP 2011 2011
- 关键词：Multiobjective optimization
- Differential evolution inspired clone immune multi-objective optimization algorithm被引量：11收藏
- 作者：Xu, Bin Wang, Honggang Qi, Rongbin Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Proceedings - International Conference on Electrical and Control Engineering, ICECE 2010 2010
- 关键词：Evolutionary algorithms - Cloning
- 基于知识改进的文化算法及其在化工动态优化中的应用被引量：10收藏
- 作者：刘宗其 杜文莉 祁荣宾 钱锋
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室
- 来源：《化工学报》 2010
- 关键词：文化算法 动态优化 进化算法 化工过程 生化过程
- 摘要：针对化工以及生化过程的动态优化问题,提出了一种基于改进知识引导的文化算法。该算法首先对控制搜索域与时间域分别进行了等分和离散化,利用'软约束'思想编码控制序列,采用'种群产生'-'控制域进化'-'种群寻优'迭代过程实现对...
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- 基于混合差分进化和alpha约束支配处理的多目标优化算法被引量：10收藏
- 作者：徐斌 祁荣宾 钱锋
- 机构：化工过程先进控制和优化技术教育部重点实验室;华东理工大学信息科学与工程学院
- 来源：《控制理论与应用》 2012
- 关键词：差分进化 多目标 alpha约束支配 单纯形交叉
- 摘要：针对约束多目标优化问题,提出了一种基于混合差分进化和alpha约束支配处理的优化算法.算法在用约束水平度对个体满足约束条件的程度进行定量化表达的同时融入支配关系.在初期放宽约束水平度,利用不可行解所携带的有用信息,增加种...
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- Tuning the structure and parameters of a neural network by using cooperative quantum particle swarm algorithm被引量：10收藏
- 作者：Tang, Qifeng Zhao, Liang Qi, Rongbin Cheng, Hui Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Applied Mechanics and Materials 2011
- 关键词：Genetic algorithms - Parameter estimation - Particle swarm optimization (PSO)
- Multivariable generalized predictive control based on receding feedback correction in binary distillation process被引量：8收藏
- 作者：Li, Chaochun Lili, Tao Hui, Cheng Qi, Rongbin Feng, Qian
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Proceedings of the World Congress on Intelligent Control and Automation (WCICA) 2012
- 关键词：Distillation - Model predictive control - Predictive control systems - Feedback
- 一种改进的知识进化算法及其在化工动态优化中的应用被引量：8收藏
- 作者：彭鑫 祁荣宾 杜文莉 钱锋
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室
- 来源：《化工学报》 2012
- 关键词：动态优化 知识进化 进化计算 化工过程 生化过程
- 摘要：智能优化算法在动态优化问题的求解中,一方面可以一定的概率收敛到全局最优,避免局部极值而得到了广泛应用;但另一方面,基于随机机制的仿生智能算法也面临收敛速度慢、寻优效率较低的瓶颈,限制了其工业实时应用的场合。为此,从提高智...
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- Minimum time dynamic optimization using double-layer optimization algorithm被引量：7收藏
- 作者：Du, Wenli Guo, Xuan Qi, Rongbin Feng, Qian
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; School of Information Science and Engineering
- 来源：Proceedings of the World Congress on Intelligent Control and Automation (WCICA) 2012
- 关键词：Evolutionary algorithms - Problem solving - Optimal control systems
- An immune inspired approach to 802.11 Wireless LANs coverage optimization被引量：7收藏
- 作者：Zhou, Xuan Qi, Rongbin Li, Qian Qian, Feng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; School of Electronics and Information
- 来源：ICINA 2010 - 2010 International Conference on Information, Networking and Automation, Proceedings 2010
- 关键词：IEEE Standards - Wireless local area networks (WLAN)
- Chaos-genetic algorithm for multiobjective optimization被引量：5收藏
- 作者：Qi, Rongbin Qian, Feng Li, Shaojun Wang, Zhenlei
- 机构： Automation Institute
- 来源：Proceedings of the World Congress on Intelligent Control and Automation (WCICA) 2006
- 关键词：Chaos theory - Intelligent control - Multiobjective optimization - Optimization
- 基于多目标进化算法的对二甲苯氧化反应过程优化操作被引量：5收藏
- 作者：祁荣宾 钱锋
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室
- 来源：《化工学报》 2010
- 关键词：多目标 进化 对二甲苯氧化反应 操作条件优化
- 摘要：针对单目标优化算法在求解优化问题时普遍存在易陷入局部最优的缺陷,本文提出采用基于精英选择和个体迁移的多目标优化方法来求解单目标优化问题,通过对原问题目标进行有效分解,将其分解为多个子目标,通过对多个子目标的优化来扩大搜索...
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- 一种基于梯度信息的多目标优化算法被引量：3收藏
- 作者：祁荣宾 刘趁霞 钟伟民 钱锋
- 机构：化工过程先进控制和优化技术教育部重点实验室;华东理工大学信息科学与工程学院
- 来源：《化工学报》 2013
- 关键词：多目标 优化算法 梯度信息 选择置点法 补料分批生化反应器 动态优化
- 摘要：传统的多目标进化算法多是基于Pareto最优概念的类随机搜索算法,求解速度较慢,特别是针对动态多目标优化问题。就此提出了一种新的基于梯度信息的多目标寻优算法(hybrid optimization algorithm b...
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- 基于协同量子粒子算法的透平蒸汽流量软测量被引量：3收藏
- 作者：汤奇峰 赵亮 祁荣宾 钱锋
- 机构：华东理工大学化工过程先进控制和优化技术教育部重点实验室
- 来源：《化工学报》 2010
- 关键词：协同量子粒子算法 神经网络 蒸汽透平 蒸汽流量 软测量
- 摘要：透平蒸汽流量是分析透平运行效率的重要参数,由于现场大量缺乏检测信息,且针对传统测量方法存在可靠性差,非接触式测量成本高、安装困难等问题,提出了一种协同量子粒子算法(CQGAPSO),同时优化神经网络(NN)结构和参数的透...
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- Localization with a Mobile Anchor Using ABC-GA Hybrid Algorithm in Wireless Sensor Networks被引量：3收藏
- 作者：Qi, Rongbin Li, Sijin Ma, Tianyi Qian, Feng
- 机构：East China Univ Sci & Technol;Shanghai Business Sch
- 来源：JOURNAL OF ADVANCED COMPUTATIONAL INTELLIGENCE AND INTELLIGENT INFORMATICS 2012
- 关键词：artificial bee colony genetic algorithm evolutionary computing wireless sensor networks node localization
- IPSO: An Immune based PSO Supervised Learning System for Incremental Learning被引量：2收藏
- 作者：Zhou, Xuan Yu, Jin Qi, Rongbin Qian, Feng Wang, Zhenlei
- 机构：E China Univ Sci & Technol
- 来源：2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA) 2010
- 关键词：PSO artificial immune system classification incremental learning
