A Novel Nonparametric Regression Ensemble for Rainfall Forecasting Using Particle Swarm Optimization Technique Coupled with Artificial Neural Network

2009 ◽  
pp. 49-58 ◽  
Author(s):  
Jiansheng Wu ◽  
Enhong Chen
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Particle Swarm Optimization ◽  
Nonparametric Regression ◽  
Optimization Technique ◽  
Particle Swarm ◽  
Rainfall Forecasting ◽  
Swarm Optimization ◽  
Particle Swarm Optimization Technique ◽  
Artificial Neural

scholarly journals Tuning Artificial Neural Network Controller Using Particle Swarm Optimization Technique for Nonlinear System

2021 ◽  
Author(s):  
Sabrine Slama ◽  
Ayachi Errachdi ◽  
Mohamed Benrejeb
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Particle Swarm Optimization ◽  
Nonlinear System ◽  
Optimization Technique ◽  
Particle Swarm ◽  
Swarm Optimization ◽  
Neural Network Controller ◽  
Network Controller ◽  
Artificial Neural

This chapter proposes an optimization technique of Artificial Neural Network (ANN) controller, of single-input single-output time-varying discrete nonlinear system. A bio-inspired optimization technique, Particle Swarm Optimization (PSO), is proposed to be applied in ANN to avoid any possibilities from local extreme condition. Further, a PSO based neural network controller is also developed to be integrated with the designed system to control a nonlinear systems. The simulation results of an example of nonlinear system demonstrate the effectiveness of the proposed approach using Particle Swarm Optimization approach in terms of reduced oscillations compared to classical neural network optimization method. MATLAB was used as simulation tool.

Enhanced Velocity-Driven Particle Swarm Optimization for Evolving Artificial Neural Network

2021 ◽  
Author(s):  
Wei Li ◽  
Haonan Luo ◽  
Zhou Lei ◽  
Junqing Yuan ◽  
Wangshun Dong ◽  
...  
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Particle Swarm Optimization ◽  
Particle Swarm ◽  
Swarm Optimization ◽  
Artificial Neural
Sign in / Sign up

Export Citation Format

Share Document