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genetic.algo.optimizeR

Genetic Algorithm Optimization

v0.3.3 · Jan 24, 2025 · MIT + file LICENSE
CRAN GitHub Mirror

Description

Genetic algorithm are a class of optimization algorithms inspired by the process of natural selection and genetics. This package is for learning purposes and allows users to optimize various functions or parameters by mimicking biological evolution processes such as selection, crossover, and mutation. Ideal for tasks like machine learning parameter tuning, mathematical function optimization, and solving an optimization problem that involves finding the best solution in a discrete space.

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CRAN Check Status

10 NOTE
4 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang NOTE
r-devel-linux-x86_64-fedora-gcc NOTE
r-devel-macos-arm64 NOTE
r-devel-windows-x86_64 NOTE
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 NOTE
r-release-linux-x86_64 NOTE
r-release-macos-arm64 NOTE
r-release-macos-x86_64 OK
r-release-windows-x86_64 NOTE
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

DESCRIPTION meta-information

  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’
NOTE r-devel-linux-x86_64-debian-gcc

DESCRIPTION meta-information

  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’
NOTE r-devel-linux-x86_64-fedora-clang

DESCRIPTION meta-information

  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’
NOTE r-devel-linux-x86_64-fedora-gcc

DESCRIPTION meta-information

  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’
NOTE r-devel-macos-arm64

DESCRIPTION meta-information

  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’
NOTE r-devel-windows-x86_64

DESCRIPTION meta-information

  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    'crossover.R' 'initialize_population.R' 'mutation.R'
OK r-oldrel-macos-arm64

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                OK
                r-oldrel-macos-x86_64
              

              
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                OK
                r-oldrel-windows-x86_64
              

              
*

              

            

            

              

                NOTE
                r-patched-linux-x86_64
              

              
DESCRIPTION meta-information

              
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’

            

            

              

                NOTE
                r-release-linux-x86_64
              

              
DESCRIPTION meta-information

              
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’

            

            

              

                NOTE
                r-release-macos-arm64
              

              
DESCRIPTION meta-information

              
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’

            

            

              

                OK
                r-release-macos-x86_64
              

              
*

              

            

            

              

                NOTE
                r-release-windows-x86_64
              

              
DESCRIPTION meta-information

              
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    'crossover.R' 'initialize_population.R' 'mutation.R'

            

          

        

      



      

      
      

        
Check History

        

          

            
              NOTE
              
                4 OK ·                 10 NOTE ·                 0 WARNING ·                 0 ERROR ·                 0 FAILURE              
              Mar 9, 2026
            
            

              

                

                  NOTE
                  r-devel-linux-x86_64-debian-clang
                

                
DESCRIPTION meta-information

                
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’

              

              

                

                  NOTE
                  r-devel-linux-x86_64-debian-gcc
                

                
DESCRIPTION meta-information

                
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’

              

              

                

                  NOTE
                  r-devel-linux-x86_64-fedora-clang
                

                
DESCRIPTION meta-information

                
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’

              

              

                

                  NOTE
                  r-devel-linux-x86_64-fedora-gcc
                

                
DESCRIPTION meta-information

                
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’

              

              

                

                  NOTE
                  r-devel-macos-arm64
                

                
DESCRIPTION meta-information

                
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’

              

              

                

                  NOTE
                  r-devel-windows-x86_64
                

                
DESCRIPTION meta-information

                
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    'crossover.R' 'initialize_population.R' 'mutation.R'

              

              

                

                  NOTE
                  r-patched-linux-x86_64
                

                
DESCRIPTION meta-information

                
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’

              

              

                

                  NOTE
                  r-release-linux-x86_64
                

                
DESCRIPTION meta-information

                
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’

              

              

                

                  NOTE
                  r-release-macos-arm64
                

                
DESCRIPTION meta-information

                
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    ‘crossover.R’ ‘initialize_population.R’ ‘mutation.R’

              

              

                

                  NOTE
                  r-release-windows-x86_64
                

                
DESCRIPTION meta-information

                
  Missing dependency on R >= 4.2.0 because package code uses the pipe
  placeholder syntax added in R 4.2.0.
  File(s) using such syntax:
    'crossover.R' 'initialize_population.R' 'mutation.R'

              

            

          

        

      


      

      
      

        
Dependency Network

        

          
            

            
            
            Dependencies
            
            Reverse dependencies

            
            
            
            
            
            
            
            
            

            

            
            
              
              dplyr
            
            
              
              ggplot2
            
            
              
              magrittr
            
            
              
              rsconnect
            
            
              
              stringr
            
            
              
              tinytex
            
            
              
              biocViews
            
            
              
              DiagrammeR
            

            

            
            
            genetic.algo.optimizeR
          
        

      


      
      

        
Version History

        

          

            new
            0.3.3
            Mar 9, 2026