成果/Result
- 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 Novel Multi-objective Cultural Algorithm Embedding Five-Element Cycle Optimization被引量：29收藏
- 作者：Mao, Zhengyan Xiang, Yue Zhang, Yijie Liu, Mandan
- 机构： East China University of Science and Technology
- 来源：2020 IEEE Congress on Evolutionary Computation, CEC 2020 - Conference Proceedings 2020
- 关键词：Computation theory - Evolutionary algorithms
- Five-elements cycle optimization algorithm for the travelling salesman problem被引量：22收藏
- 作者：Liu, Mandan
- 机构： School of Information Science and Engineering
- 来源：2017 18th International Conference on Advanced Robotics, ICAR 2017 2017
- 关键词：Computation theory - Biomimetics - Combinatorial optimization - Problem solving - Heuristic algorithms
- Five-elements cycle optimization algorithm for solving continuous optimization problems被引量：22收藏
- 作者：Liu, Mandan
- 机构： School of Information Science and Engineering
- 来源：IEEE 4th International Conference on Soft Computing and Machine Intelligence, ISCMI 2017 2017
- 关键词：Optimization
- An Energy-Balanced Clustering Protocol Based on an Improved CFSFDP Algorithm for Wireless Sensor Networks被引量：21收藏
- 作者：Zhang, Yiming Liu, Mandan Liu, Qingwei
- 机构：East China Univ Sci & Technol
- 来源：SENSORS 2018
- 关键词：wireless sensor networks (WSNs) clustering CFSFDP energy-balanced protocol
- Adaptive directed evolved NSGA2 based node placement optimization for wireless sensor networks被引量：16收藏
- 作者：Zhang, Yijie Liu, Mandan
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;East China Univ Sci & Technol
- 来源：WIRELESS NETWORKS 2020
- 关键词：Wireless sensor networks Node placement NSGA2 Directed evolution Adaptive
- Activated sludge model parameters calibration based on multi-objective PSO被引量：14收藏
- 作者：Wang, R.R. Cao, L.L. Liu, M.D.
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Environmental Engineering and Computer Application - Proceedings of the International Conference on Environmental Engineering and Computer Application, ICEECA 2014 2015
- 关键词：Calibration - Particle swarm optimization (PSO) - Multiobjective optimization
- Energy-efficient clustering algorithm based on game theory for wireless sensor networks被引量：14收藏
- 作者：Liu, Qingwei Liu, Mandan
- 机构：East China Univ Sci & Technol
- 来源：INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS 2017
- 关键词：Wireless sensor networks clustering energy efficiency game theory residual energy
- 3D Facial Model Reconstruction and Expression Generation Based on Dirichlet free-form Deformations Algorithm被引量：14收藏
- 作者：Zhao, Jiayu Pang, Jianping Kong, Zheping Zhang, Yujia Liu, Mandan
- 机构： School of Information Science and Engineering
- 来源：2024 9th International Conference on Image, Vision and Computing, ICIVC 2024 2024
- 关键词：3D modeling - Digital elevation model
- Energy Efficient Cluster Formation Algorithm Based on GA-optimized Fuzzy Logic for Wireless Sensor Networks被引量：12收藏
- 作者：Liu, Qingwei Liu, Mandan
- 机构： Dept. of Automation
- 来源：4th International Conference on Control and Robotics Engineering, ICCRE 2019 2019
- 关键词：Energy efficiency - Clustering algorithms - Computer circuits - Genetic algorithms - Wireless sensor networks - Fuzzy inference - Fuzzy systems - Power management (telecommunication)
- Research on electromagnetic coupling artificial neural network with spatial topology被引量：10收藏
- 作者：Wang, Ziyin Liu, Mandan Ren, Xiang Cheng, Yicheng
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2013
- 关键词：Electromagnetic coupling - Differential equations - Topology
- Face expression generation method based on interactive evolutionary algorithm and expression fusion被引量：10收藏
- 作者：Zhang, Yujia Kong, Zheping Pang, Jianping Zhao, Jiayu Liu, Mandan
- 机构： East China University of Science and Technology
- 来源：2024 7th International Conference on Computer Information Science and Application Technology, CISAT 2024 2024
- A local search-based many-objective five-element cycle optimization algorithm被引量：9收藏
- 作者：Mao, Zhengyan Liu, Mandan
- 机构：East China Univ Sci & Technol;Minist Educ
- 来源：SWARM AND EVOLUTIONARY COMPUTATION 2022
- 关键词：Multi-objective memetic algorithms Local search Five-elements cycle model Many-objective evolutionary optimization
- An improved genetic algorithm encoded by adaptive degressive ary number被引量：9收藏
- 作者：Zhang, Yijie Liu, Mandan
- 机构：East China Univ Sci & Technol
- 来源：SOFT COMPUTING 2018
- 关键词：Genetic algorithm Encoding Adaptive Degressive ary number
- 基于小波包分析和SVM的在线手写签名鉴别被引量：9收藏
- 作者：马海豹 刘漫丹 张岑
- 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）》 2007
- 关键词：手写签名鉴别 小波包分析 特征提取 SVM Fisher准则
- 摘要：针对在线手写签名难以提取有效特征的实际情况,提出用小波包分解和单支重构来构造能量特征向量的方法,直接利用各频段成分能量的变化来反映签名的动态特征。给出了衡量各特征识别能力的Fisher准则,并且基于该准则剔除了识别能力差...
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- Process modeling method based on an improved elman neural network被引量：9收藏
- 作者：Qi, Zhongji Liu, Mandan Wang, Honggang
- 机构： College of Information Science and Technology; State-Key Laboratory of Chemical Engineering
- 来源：Proceedings of the World Congress on Intelligent Control and Automation (WCICA) 2008
- 关键词：State feedback - Elman neural networks - Ethylene - Cracks
- A Multi-hop Routing Mechanism Based on Local Competitive and WEIghted Dijkstra Algorithm for Wireless Sensor Networks被引量：8收藏
- 作者：Liu, Qingwei Liu, Mandan
- 机构： Department of Automation
- 来源：Journal of Physics: Conference Series 2020
- 关键词：Energy efficiency - Sensor nodes - Leaching - Routing algorithms
- Node Placement Optimization of Wireless Sensor Networks Using Multi-Objective Adaptive Degressive Ary Number Encoded Genetic Algorithm被引量：7收藏
- 作者：Zhang, Yijie Liu, Mandan
- 机构：East China Univ Sci & Technol
- 来源：ALGORITHMS 2020
- 关键词：wireless sensor networks node placement a fast non-dominated sorted genetic algorithm (NSGA2) degressive ary number adaptive
- The mechanism of abnormal detection and distributed localization of nodes based on trust management in WSN被引量：6收藏
- 作者：Chang, Kun Liu, Qingwei Liu, Mandan Xiong, Hailong
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes
- 来源：Communications in Computer and Information Science 2012
- Robustly Fitting and Forecasting Dynamical Data With Electromagnetically Coupled Artificial Neural Network: A Data Compression Method被引量：6收藏
- 作者：Wang, Ziyin Liu, Mandan Cheng, Yicheng Wang, Rubin
- 机构：East China Univ Sci & Technol;Purdue Univ;East China Univ Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2017
- 关键词：Artificial neural network (ANN) data compression dynamic data fitting electromagnetic coupling
- Regional Optimization Dynamic Algorithm for Node Placement in Wireless Sensor Networks被引量：6收藏
- 作者：Zhang, Yijie Liu, Mandan
- 机构：East China Univ Sci & Technol
- 来源：SENSORS 2020
- 关键词：Wireless Sensor Networks node placement regional optimization
- 基于文化算法的新型Elman网络的过程建模方法被引量：6收藏
- 作者：齐仲纪 刘漫丹
- 机构：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）》 2008
- 关键词：文化算法 Elman网络 裂解深度 建模
- 摘要：文化算法从微观(种群空间)和宏观(信念空间)两个层面上模拟文化的双重进化继承过程,为进化搜索机制和知识存储的结合提供一个构架。建立基于输入输出数据生产过程的统计模型时,参数估计是其中的关键,文化算法为此提供了有效途径。本...
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- Spatial-temporal trajectory anomaly detection based on an improved spectral clustering algorithm被引量：5收藏
- 作者：Guo, Yishan Liu, Mandan
- 机构：East China Univ Sci & Technol
- 来源：INTELLIGENT DATA ANALYSIS 2023
- 关键词：Spatial-temporal trajectory data campus wireless network similarity anomaly detection spectral clustering shared nearest nEIghbors
- A Novel Multi-Objective Five-Elements Cycle Optimization Algorithm被引量：5收藏
- 作者：Ye, Chunling Mao, Zhengyan Liu, Mandan
- 机构：East China Univ Sci & Technol
- 来源：ALGORITHMS 2019
- 关键词：multi-objective evolutionary optimization five-elements cycle model pareto solution set test problems
- A Cultural Algorithm Based on Multilayer Belief Spaces and Its Application in Neural Network Fault Classifier被引量：4收藏
- 作者：Huang, Halyan Liu, Mandan Gu, Xingsheng
- 机构：E China Univ Sci & Technol
- 来源：2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23 2008
- 关键词：Evolution Algorithm Cultural Algorithm Multilayer Belief Spaces Neural Network
- 4-CBA soft sensor based on fuzzy CMAC neural networks被引量：2收藏
- 作者：Du, Wenli Qian, Feng Liu, Mandan Zhang, Kai
- 机构：E China Univ Chem Technol
- 来源：CHINESE JOURNAL OF CHEMICAL ENGINEERING 2005
- 关键词：fuzzy CMAC networks 4-carboxybenzaldehyde (4-CBA) purified terephthalic acid plant soft sensor
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- An improved multiobjective cultural algorithm with a multistrategy knowledge base被引量：2收藏
- 作者：Mao, Zhengyan Liu, Mandan
- 机构：East China Univ Sci & Technol
- 来源：APPLIED INTELLIGENCE 2022
- 关键词：Multiobjective optimization Evolutionary algorithm Cultural algorithm Dual-inheritance framework Knowledge-based evolutionary computation Nondominated sorting
- NHEED: An Energy-Efficient Multi-Hop Routing Protocol Based on HEED被引量：2收藏
- 作者：Wang, Huaiyu Liu, Qingwei Liu, Mandan
- 机构：East China Univ Sci & Technol
- 来源：PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA) 2016
- 关键词：Power management (telecommunication) - Sensor nodes - Energy efficiency - Internet protocols - Energy utilization - Routing protocols
- Multi-Objective Five-Element Cycle Optimization Algorithm Based on Multi-Strategy Fusion for the Bi-Objective Traveling Thief Problem被引量：1收藏
- 作者：Xiang, Yue Guo, Jingjing Jiang, Chao Ma, Haibao Liu, Mandan
- 机构：East China Univ Sci & Technol;Space Engn Univ;Beijing Univ Technol; Beijing Univ Technol;Vanderlande Ind Logist Automated Syst Shanghai Co
- 来源：APPLIED SCIENCES-BASEL 2024
- 关键词：bi-objective traveling thief problem exploration and exploitation five-element cycle model multi-objective evolutionary optimization
- Early Warning Technology for Cracking Severity Based on Improved Cultural Differential Algorithm被引量：1收藏
- 作者：Pu, Yunxia Liu, Mandan
- 机构：E China Univ Sci & Technol
- 来源：2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA) 2010
- 关键词：Cultural Algorithms Differential Evolution Algorithm Elman Neural Network Cracking Severity Early Warning Ethylene
