scholarly journals Review of the particle swarm optimization method (PSO) for a global optimization problem

2015 ◽  
Author(s):  
Karpenko ◽  
Seliverstov
Keyword(s):  
Global Optimization ◽  
Particle Swarm Optimization ◽  
Optimization Problem ◽  
Particle Swarm ◽  
Optimization Method ◽  
Global Optimization Problem ◽  
Swarm Optimization ◽  
Particle Swarm Optimization Method

Parameter Optimization of Street-Phelps Model Based on Particle Swarm Optimization

2013 ◽  
Vol 710 ◽  
pp. 647-650
Author(s):  
Bi Zhang ◽  
Jia Yang Wang ◽  
Zuo Yong Li
Keyword(s):  
Global Optimization ◽  
Particle Swarm Optimization ◽  
Parameter Optimization ◽  
Optimization Problem ◽  
Particle Swarm ◽  
Global Optimization Problem ◽  
Swarm Optimization ◽  
Adjustment Method ◽  
Model Based

Particle swarm optimization (PSO) is introduced and tried to optimize the parameters of Street-Phelps model. Here, the inertial adjustment method was used to adopt the inertial weight of PSO. Parameters of Street-Phelps model were optimized by PSO, the performance is compared with other method. Results show that PSO plays an important role in solving global optimization problem, and demonstrate the effectiveness and higher accuracy than other methods.

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