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An improved particle swarm optimization algorithm with adaptive weighted delay velocity

open access: yesSystems Science and Control Engineering, 2021
An improved particle swarm optimization (PSO) with adaptive weighted delay velocity (PSO-AWDV) is proposed in this paper. A new scheme blending weighted delay velocity is firstly presented for a new PSO with weighted delay velocity (PSO-WDV) algorithm ...
Lin Xu, Baoye Song, Maoyong Cao
semanticscholar   +3 more sources

Improved Rao-Blackwellized Particle Filter by Particle Swarm Optimization [PDF]

open access: yesJournal of Applied Mathematics, 2013
The Rao-Blackwellized particle filter (RBPF) algorithm usually has better performance than the traditional particle filter (PF) by utilizing conditional dependency relationships between parts of the state variables to estimate.
Zeng-Shun Zhao   +8 more
doaj   +3 more sources

Application of improved particle swarm optimization algorithm in TDOA

open access: yesAIP Advances, 2022
In order to improve the location accuracy of passive sound source location technology in a complex environment, an improved particle swarm optimization algorithm is proposed.
Zhen-dong Liang, Wen-jun Yi
doaj   +1 more source

Improved Particle Swarm Optimization Algorithm for AGV Path Planning

open access: yesIEEE Access, 2021
In smart manufacturing workshops, automated guided vehicles (AGVs) are increasingly used to transport materials required for machine tools. This paper studies the AGV path planning problem of a one-line production line in the workshop, establishes a ...
Qiuyun Tao   +3 more
semanticscholar   +1 more source

Multicriteria Ship Route Planning Method Based on Improved Particle Swarm Optimization–Genetic Algorithm

open access: yesJournal of Marine Science and Engineering, 2021
With the continuous prosperity and development of the shipping industry, it is necessary and meaningful to plan a safe, green, and efficient route for ships sailing far away.
Wei Zhao   +3 more
semanticscholar   +1 more source

Optimization of UAV Airfoil Based on Improved Particle Swarm Optimization Algorithm

open access: yesInternational Journal of Aerospace Engineering, 2022
Airfoil optimization is an essential task in the aerodynamic layout design of the unmanned aerial vehicle (UAV). An objective optimization function was constructed based on the airfoil power factor and handling stability at various attack angles.
Tieying Jiang, Liang Jiang
doaj   +1 more source

Stock Prediction Model Based on Mixed Fractional Brownian Motion and Improved Fractional-Order Particle Swarm Optimization Algorithm

open access: yesFractal and Fractional, 2022
As one of the main areas of value investing, the stock market attracts the attention of many investors. Among investors, market index movements are a focus of attention.
Hongwen Hu   +3 more
doaj   +1 more source

Task allocation and route planning of multiple UAVs in a marine environment based on an improved particle swarm optimization algorithm

open access: yesEURASIP Journal on Advances in Signal Processing, 2021
Unmanned aerial vehicles (UAVs) are considered a promising example of an automatic emergency task in a dynamic marine environment. However, the maritime communication performance between UAVs and offshore platforms has become a severe challenge.
Ming Yan   +4 more
semanticscholar   +1 more source

An Improved Symbiosis Particle Swarm Optimization for Solving Economic Load Dispatch Problem

open access: yesJournal of Electrical and Computer Engineering, 2021
To realize the sustainable development of social economy, energy conservation and emission reduction has become one of the problems that must be considered in the current power system.
Jianxia Zhang   +4 more
doaj   +1 more source

Research on Prediction of Ground Settlement of Deep Foundation Pit Based on Improved PSO-BP Neural Network [PDF]

open access: yesE3S Web of Conferences, 2021
In view of the limitations of the existing prediction methods for ground subsidence of deep foundation pit, a BP neural network prediction model based on improved particle swarm optimization algorithm was proposed.
Yuhao Liu, Xiao Feng
doaj   +1 more source

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