R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
QGA
View on CRAN: Click
here
Download and install QGA package within the R console
Install from CRAN:
install.packages("QGA")
Install from Github:
library("remotes")
install_github("cran/QGA") Install by package version:
library("remotes")
install_version("QGA", "1.0") Attach the package and use:
library("QGA")
Maintained by
Giulio Barcaroli
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-31
Latest Update: 2024-05-31
Description:
Function that implements the Quantum Genetic Algorithm, first proposed by Han and Kim in 2000. This is an R implementation of the 'python' application developed by Lahoz-Beltra(<https://github.com/ResearchCodesHub/QuantumGeneticAlgorithms>). Each optimization problem is represented as a maximization one, where each solution is a sequence of (qu)bits. Following the quantum paradigm, these qubits are in a superposition state: when measuring them, they collapse in a 0 or 1 state. After measurement, the fitness of the solution is calculated as in usual genetic algorithms. The evolution at each iteration is oriented by the application of two quantum gates to the amplitudes of the qubits: (1) a rotation gate (always); (2) a Pauli-X gate (optionally). The rotation is based on the theta angle values: higher values allow a quicker evolution, and lower values avoid local maxima. The Pauli-X gate is equivalent to the classical mutation operator and determines the swap between alfa and beta amplitudes of a given qubit. The package has been developed in such a way as to permit a complete separation between the engine, and the particular problem subject to combinatorial optimization.
How to cite:
Giulio Barcaroli (2024). QGA: Quantum Genetic Algorithm. R package version 1.0, https://cran.r-project.org/web/packages/QGA. Accessed 21 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited QGA R package
View QGA citation profile
Other R packages that QGA depends,
imports, suggests or enhances
Complete documentation for QGA
Functions, R codes and Examples using
the QGA R package
Full QGA package
functions and examples
Downloads during the last 30 days
Today's Hot Picks in Authors and Packages
preputils
Miscellaneous small utilities are provided to mitigate issues with messy, inconsistent or high dimen ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Josef Frank (view profile)
artfima
Fit and simulate ARTFIMA. Theoretical autocovariance function and spectral density function for stat ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: A.I. McLeod (view profile)
quickcode
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
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
potential
Provides functions to compute the potential model as defined by
Stewart (1941) ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Timothée Giraud (view profile)
28,332
R Packages
239,283
Dependencies
75,034
Author Associations
28,333
Publication Badges
