Other packages > Find by keyword >

globpso  

Swarm Intelligence Optimization
View on CRAN: Click here


Download and install globpso package within the R console
Install from CRAN:
install.packages("globpso")

Install from Github:
library("remotes")
install_github("cran/globpso")

Install by package version:
library("remotes")
install_version("globpso", "1.3.0")



Attach the package and use:
library("globpso")
Maintained by
Ping-Yang Chen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-03-19
Latest Update: 2025-03-19
Description:
A fast and flexible general-purpose implementation of Particle Swarm Optimization (PSO) and Differential Evolution (DE) for solving global minimization problems is provided. It is designed to handle complex optimization tasks with nonlinear, non-differentiable, and multi-modal objective functions defined by users. There are five types of PSO variants: Particle Swarm Optimization (PSO, Eberhart & Kennedy, 1995) <doi:10.1109/MHS.1995.494215>, Quantum-behaved particle Swarm Optimization (QPSO, Sun et al., 2004) <doi:10.1109/CEC.2004.1330875>, Locally convergent rotationally invariant particle swarm optimization (LcRiPSO, Bonyadi & Michalewicz, 2014) <doi:10.1007/s11721-014-0095-1>, Competitive Swarm Optimizer (CSO, Cheng & Jin, 2015) <doi:10.1109/TCYB.2014.2322602> and Double exponential particle swarm optimization (DExPSO, Stehlik et al., 2024) <doi:10.1016/j.asoc.2024.111913>. For the DE algorithm, six types in Storn, R. & Price, K. (1997) <doi:10.1023/A:1008202821328> are included: DE/rand/1, DE/rand/2, DE/best/1, DE/best/2, DE/rand_to-best/1 and DE/rand_to-best/2.
How to cite:
Ping-Yang Chen (2025). globpso: Swarm Intelligence Optimization. R package version 1.3.0, https://cran.r-project.org/web/packages/globpso. Accessed 19 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited globpso R package
View globpso citation profile
Other R packages that globpso depends, imports, suggests or enhances
Complete documentation for globpso
Functions, R codes and Examples using the globpso R package
Full globpso package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SDT  
Self-Determination Theory Measures
Functions for self-determination motivation theory (SDT) to compute measures of motivation internal ...
Download / Learn more Package Citations See dependency  
signibox  
Statistical Significance Marks on Boxplots
Add significance marks to any R Boxplot, including a given significance niveau. ...
Download / Learn more Package Citations See dependency  
MScombine  
Combine Data from Positive and Negative Ionization Mode Finding Common Entities
Find common entities detected in both positive and negative ionization mode, delete this entity in ...
Download / Learn more Package Citations See dependency  
PCGSE  
Principal Component Gene Set Enrichment
Contains logic for computing the statistical association of variable groups, i.e., gene sets, with r ...
Download / Learn more Package Citations See dependency  
arsenal  
An Arsenal of 'R' Functions for Large-Scale Statistical Summaries
An Arsenal of 'R' functions for large-scale statistical summaries, which are streamlined to work wi ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

65,069

Author Associations

24,013

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA