Novel Extreme Learning Machine-Multi-Verse Optimization Model for Predicting Peak Particle Velocity Induced by Mine Blasting

2021 ◽  
Author(s):  
Xiliang Zhang ◽  
Hoang Nguyen ◽  
Yosoon Choi ◽  
Xuan-Nam Bui ◽  
Jian Zhou
Keyword(s):  
Extreme Learning Machine ◽  
Particle Velocity ◽  
Optimization Model ◽  
Peak Particle Velocity ◽  
Learning Machine

Research on Optimization Method of Extreme Learning Machine with Application of Information Technology

2013 ◽  
Vol 859 ◽  
pp. 23-27 ◽  
Author(s):  
Zhi Feng Zhang ◽  
Cheng Gan ◽  
Xiao Jian Ding ◽  
Zeng Yu Cai
Keyword(s):  
Information Technology ◽  
Support Vector Machine ◽  
Extreme Learning Machine ◽  
Optimization Model ◽  
Optimization Method ◽  
Support Vector ◽  
Generalization Ability ◽  
Learning Parameter ◽  
Learning Machine

Based on the research of extreme learning machine and support vector machine, this paper does the research on the optimization method on extreme learning machine. This paper suggests an optimization model of extreme learning machine based on the improvement of the old model, and this model has obvious improvement on generalization ability and learning parameter ability. This approach can improve the development efficiency in the information technology, the experiment indicate this approach is efficient.

Research on Optimization Method of Extreme Learning Machine

2012 ◽  
Vol 263-266 ◽  
pp. 1478-1481
Author(s):  
Zong Liang Zheng
Keyword(s):  
Support Vector Machine ◽  
Extreme Learning Machine ◽  
Optimization Model ◽  
Optimization Method ◽  
Support Vector ◽  
Generalization Ability ◽  
Learning Parameter ◽  
Learning Machine

Based on the research of extreme learning machine and support vector machine, this paper does the research on the optimization method on extreme learning machine. This paper suggests an optimization model of extreme learning machine based on the improvement of the old model, and this model has obvious improvement on generalization ability and learning parameter ability.

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