Non-parametric particle swarm optimization for global optimization

Z Beheshti, SM Shamsuddin - Applied Soft Computing, 2015 - Elsevier
In recent years, particle swarm optimization (PSO) has extensively applied in various
optimization problems because of its simple structure. Although the PSO may find local …

Fusion Global‐Local‐Topology Particle Swarm Optimization for Global Optimization Problems

Z Beheshti, SM Shamsuddin… - … Problems in Engineering, 2014 - Wiley Online Library
In recent years, particle swarm optimization (PSO) has been extensively applied in various
optimization problems because of its structural and implementation simplicity. However, the …

A novel simple particle swarm optimization algorithm for global optimization

X Zhang, D Zou, X Shen - Mathematics, 2018 - mdpi.com
In order to overcome the several shortcomings of Particle Swarm Optimization (PSO) eg,
premature convergence, low accuracy and poor global searching ability, a novel Simple …

Improving particle swarm optimization using multi-layer searching strategy

L Wang, B Yang, Y Chen - Information Sciences, 2014 - Elsevier
In recent years, particle swarm optimization (PSO) algorithm has been used to solve global
optimization problems. This algorithm is widely used as an effective optimization tool in …

A novel particle swarm optimization algorithm for global optimization

CF Wang, K Liu - Computational Intelligence and Neuroscience, 2016 - Wiley Online Library
Particle Swarm Optimization (PSO) is a recently developed optimization method, which has
attracted interest of researchers in various areas due to its simplicity and effectiveness, and …

Integrated learning particle swarm optimizer for global optimization

SL Sabat, L Ali, SK Udgata - Applied Soft Computing, 2011 - Elsevier
This study proposes a novel Integrated Learning Particle Swarm Optimizer (ILPSO), for
optimizing complex multimodal functions. The algorithm modifies the learning strategy of …

An improved particle swarm optimization algorithm

YF Yu, G Li, C Xu - Applied Mechanics and Materials, 2013 - Trans Tech Publ
Particle swarm optimization (PSO) algorithm has the ability of global optimization, but it often
suffers from premature convergence problem, especially in high-dimensional multimodal …

Particle swarm optimization with a new update mechanism

MS Kiran - Applied Soft Computing, 2017 - Elsevier
Particle swarm optimization (PSO) has been invented by inspiring social behaviors of fish or
birds to solve nonlinear global optimization problems. Since its invention, many PSO …

A new multi-function global particle swarm optimization

ZH Ruan, Y Yuan, QX Chen, CX Zhang, Y Shuai… - Applied Soft …, 2016 - Elsevier
In this paper, we introduce the concept of population density in PSO, and accordingly, we
discuss the relationship between the search capability of PSO and the population density …

A new initialization approach in particle swarm optimization for global optimization problems

WH Bangyal, A Hameed, W Alosaimi… - Computational …, 2021 - Wiley Online Library
Particle swarm optimization (PSO) algorithm is a population‐based intelligent stochastic
search technique used to search for food with the intrinsic manner of bee swarming. PSO is …