Training Artificial Neural Networks Via Estimation of Distribution Algorithm

被引：0

作者：

Liao, Weifang ^{[1
]}

Jiang, Yong ^{[1
]}

Song, Changhui ^{[1
]}

机构：

[1] Nanjing Univ Sci & Technol, Nanjing 210094, Peoples R China

来源：

PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION (ICMS2009), VOL 8 | 2009年

关键词：

Estimation of Distribution Algorithm; Neural network; Optimize;

D O I：

暂无

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Apply Estimation of Distribution Algorithm (EDA) to optimize the weights of neural networks, solving the problem of traditional BP algorithm convergence rate is too slow and easy to fall into the local minimum solutions. And use this method to design neural network classifier and obtain very good results.

引用

页码：388 / 390

页数：3

共 50 条

[21] Artificial neural networks and genetic algorithm for bearing fault detection [J].

Samanta, B ;

Al-Balushi, KR ;

Al-Araimi, SA .

SOFT COMPUTING, 2006, 10 (03) :264-271

[22] A Multiobjective Estimation of Distribution Algorithm Based on Artificial Bee Colony [J].

Novais, Fabiano T. ;

Batista, Lucas S. ;

Rocha, Agnaldo J. ;

Guimaraes, Frederico G. .

2013 1ST BRICS COUNTRIES CONGRESS ON COMPUTATIONAL INTELLIGENCE AND 11TH BRAZILIAN CONGRESS ON COMPUTATIONAL INTELLIGENCE (BRICS-CCI & CBIC), 2013, :415-421

[23] Applications of artificial intelligence to grinding operations via neural networks [J].

Maksoud, TMA ;

Atia, MR ;

Koura, MM .

MACHINING SCIENCE AND TECHNOLOGY, 2003, 7 (03) :361-387

[24] Evaluation of tactical training in team handball by means of artificial neural networks [J].

Hassan, Amr ;

Schrapf, Norbert ;

Ramadan, Wael ;

Tilp, Markus .

JOURNAL OF SPORTS SCIENCES, 2017, 35 (07) :642-647

[25] A continuation approach for training Artificial Neural Networks with meta-heuristics [J].

Rojas-Delgado, Jairo ;

Trujillo-Rasua, Rafael ;

Bello, Rafael .

PATTERN RECOGNITION LETTERS, 2019, 125 :373-380

[26] Dynamic random distribution learning rate for neural networks training [J].

Hu, Xueheng ;

Wen, Shuhuan ;

Lam, H. K. .

APPLIED SOFT COMPUTING, 2022, 124

[27] Estimation of thermal conductivity of pure gases by using artificial neural networks [J].

Eslamloueyan, R. ;

Khademi, M. H. .

INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2009, 48 (06) :1094-1101

[28] EEG Based Estimation Of Hearing Frequency Perception By Artificial Neural Networks [J].

Paulraj, M. P. ;

Bin Yaccob, Sazali ;

Bin Adorn, Abdul Hamid ;

Subramaniam, Kamalraj ;

Hema, C. R. .

2012 IEEE EMBS CONFERENCE ON BIOMEDICAL ENGINEERING AND SCIENCES (IECBES), 2012,

[29] Voltage Estimation in Active Distribution Grids Using Neural Networks [J].

Pertl, Michael ;

Heussen, Kai ;

Gehrke, Oliver ;

Rezkalla, Michel .

2016 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING (PESGM), 2016,

[30] A New Method for Evolving Artificial Neural Networks Using Genetic Algorithm [J].

Yan Wu Wei Wan Department of Computer Science and Engineering Tongji University Shanghai China .

南昌工程学院学报, 2006, (02) :79-82

← 1 2 3 4 5 →