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An Improved BP Algorithm Applying to Inverse Kinematics Problems of Robot Manipulator
Wu Aiguo,Hao Runsheng
Strategic Study of CAE 2005, Volume 7, Issue 7, Pages 34-38
Keywords: neural networks BP algorithm active function robot manipulator inverse kinematics
Optimization of turbine cold-end system based on BP neural network and genetic algorithm
Chang CHEN,Danmei XIE,Yangheng XIONG,Hengliang ZHANG
Frontiers in Energy 2014, Volume 8, Issue 4, Pages 459-463 doi: 10.1007/s11708-014-0335-5
Keywords: optimization turbine cold-end system BP neural network genetic algorithm
Qin Wei,Qin Shuyu
Strategic Study of CAE 2007, Volume 9, Issue 1, Pages 49-52
Keywords: neural net BP algorithm correlation encrypt speed transmission graphics data
Research on Nonlinear Combination Forecasting Approach Based on BP-AGA
Wang Shuo,Zhang Youfu,Jin Juliang
Strategic Study of CAE 2005, Volume 7, Issue 4, Pages 83-87
Keywords: neural network accelerating genetic algorithm nonlinear combination forecasting forecasting precision
An Improving Method of BP Neural Network and Its Application
Li Honggang,Lü Hui,Li Gang
Strategic Study of CAE 2005, Volume 7, Issue 5, Pages 63-65
Keywords: BPNN improved algorithm simulation
A. CHITRA,S. HIMAVATHI
Frontiers in Energy 2015, Volume 9, Issue 1, Pages 22-30 doi: 10.1007/s11708-014-0339-1
Keywords: neural networks back propagation (BP) rotor resistance estimators vector control induction motor
Intelligent Forecasting Mode and Approach of Mid and Long Term Intelligent Hydrological Forecasting
Chen Shouyu,Guo Yu,Wang Dagang
Strategic Study of CAE 2006, Volume 8, Issue 7, Pages 30-35
Intelligent calculating tools such as fuzzy optimization approaches, BP neural network and geneticalgorithm are proven to be efficient when applied individually to a variety of problems.these approaches, and then, in this paper, the author organically synthesizes fuzzy optimal selection, BPneural network and genetic algorithm and establishes intelligent forecasting mode and method.the correlation of forecasting factors and forecasting objective, then takes the matrix as input of BP
Keywords: fuzzy optimal selection BP neural network genetic algorithm intelligent forecasting mode mid and long
Study on the Purification of Wastewater in the Constructed Wetland Based on GA-BP Network
Huang Juan,Wang Shihe,Luo Weiguo,Qian Weiyi ,Yan Lu
Strategic Study of CAE 2007, Volume 9, Issue 2, Pages 79-83
Keywords: constructed wetlands wastewater purification GA-BP network orthogonal test
Research on the Forecast of the BP Neural Network Based on the Orthogonal Test
Cai Anhui,Liu Yonggang,Sun Guoxiong
Strategic Study of CAE 2003, Volume 5, Issue 7, Pages 67-71
The strategy for forecasting the BP neural network was researched on the basis of the training-studyingwhose factors were the same as that of the self-contained orthogonal sample could be forecast in the BP
Keywords: BP neural network orthogonal test strategy design-test approach sample collection
Study of Forecast of Building Cost Based on Neural Network
Nie Guihua,Liu Pingfeng,He Liu
Strategic Study of CAE 2005, Volume 7, Issue 10, Pages 56-59
In the constantly changing marketing economy, it has become an urgent task for construction industry to find a rapid, simple and practical way to organize construction project budget. To solve this problem, this paper adopts the model of the back-propagation neural network, takes the features of construction as input variables, trains the network using actual data as samples and optimizes the network structure by contribution analysis. It shows the validity of the model in the forecast of construction project budget.
Keywords: BP neural network building budget forecast
Hydrogeological Parameter Identification Based on the Radial Basis Function Neural Networks
Zhang Junyan,Wei Lianwei,Han Weixiu,Shao Jingli,Cui Yali,Zhang Jianli
Strategic Study of CAE 2004, Volume 6, Issue 8, Pages 74-78
The problem of hydrogeological parameter identification is actually a complex one. With the limit of identifying the parameter by traditional methods, the radial basis function neural networks (RBF) is applied into this area. Not only the parameter identification is automatically realized, but also th.e problem of local optimization is solved. The feasibility and effectiveness have been proved by the examples.
Keywords: groundwater hydrogeological parameter radial basis function (RBF) neural networks BP neural networks
Impact of oxygen enriched combustion on the performance of a single cylinder diesel engine
K. RAJKUMAR, P. GOVINDARAJAN
Frontiers in Energy 2011, Volume 5, Issue 4, Pages 398-403 doi: 10.1007/s11708-011-0157-7
Keywords: oxygen enriched combustion exhaust gas temperature brake power (BP) specific fuel consumption (SFC)
Optimization and its realization of anneal-genetic algorithm
Wang Ying
Strategic Study of CAE 2008, Volume 10, Issue 7, Pages 57-59
A method that uses annealing algorithm to improve the inefficient localsearch of genetic algorithm is proposed.The algorithm optimization is more rapidly in precision after annealing algorithm integration with thegenetic algorithm.By examples of cement ratio works, compared with results of the simple algorithm, it is effectively.
Keywords: genetic algorithm simulated annealing algorithm genetic algorithm improvement
Multiobjective image recognition algorithm in the fully automatic die bonder
JIANG Kai, CHEN Hai-xia, YUAN Sen-miao
Frontiers of Mechanical Engineering 2006, Volume 1, Issue 3, Pages 313-316 doi: 10.1007/s11465-006-0026-y
Keywords: clustering different recognition algorithm Algorithm multiobjective
Frontiers of Structural and Civil Engineering 2022, Volume 16, Issue 1, Pages 57-74 doi: 10.1007/s11709-021-0784-y
Keywords: steel dome optimization water strider algorithm grey wolf algorithm brain storm optimization algorithm hyperband optimization algorithm
Title Author Date Type Operation
An Improved BP Algorithm Applying to Inverse Kinematics Problems of Robot Manipulator
Wu Aiguo,Hao Runsheng
Journal Article
Optimization of turbine cold-end system based on BP neural network and genetic algorithm
Chang CHEN,Danmei XIE,Yangheng XIONG,Hengliang ZHANG
Journal Article
The Safe and Quick Long-Distance Transmission MethodBased on BP Neural Net for Engineering Graphics Data
Qin Wei,Qin Shuyu
Journal Article
Research on Nonlinear Combination Forecasting Approach Based on BP-AGA
Wang Shuo,Zhang Youfu,Jin Juliang
Journal Article
An Improving Method of BP Neural Network and Its Application
Li Honggang,Lü Hui,Li Gang
Journal Article
A modified neural learning algorithm for online rotor resistance estimation in vector controlled induction
A. CHITRA,S. HIMAVATHI
Journal Article
Intelligent Forecasting Mode and Approach of Mid and Long Term Intelligent Hydrological Forecasting
Chen Shouyu,Guo Yu,Wang Dagang
Journal Article
Study on the Purification of Wastewater in the Constructed Wetland Based on GA-BP Network
Huang Juan,Wang Shihe,Luo Weiguo,Qian Weiyi ,Yan Lu
Journal Article
Research on the Forecast of the BP Neural Network Based on the Orthogonal Test
Cai Anhui,Liu Yonggang,Sun Guoxiong
Journal Article
Study of Forecast of Building Cost Based on Neural Network
Nie Guihua,Liu Pingfeng,He Liu
Journal Article
Hydrogeological Parameter Identification Based on the Radial Basis Function Neural Networks
Zhang Junyan,Wei Lianwei,Han Weixiu,Shao Jingli,Cui Yali,Zhang Jianli
Journal Article
Impact of oxygen enriched combustion on the performance of a single cylinder diesel engine
K. RAJKUMAR, P. GOVINDARAJAN
Journal Article
Multiobjective image recognition algorithm in the fully automatic die bonder
JIANG Kai, CHEN Hai-xia, YUAN Sen-miao
Journal Article