Changepoint Detection via Modified Genetic Algorithm

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Documentation for package ‘changepointGA’ version 0.1.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

AMOCcrossover	Average crossover operator to produce offspring for AMOC problem
AMOCmutation	Jump mutation operator to produce offspring for AMOC problem
AMOCpopulation	Random population initialization for AMOC problem
AMOCselection	The parents selection genetic algorithm operator for AMOC problem
ARIMA.BIC	Example function: Calculating BIC for AR(1) model
ARIMA.BIC.Order	Calculating BIC for Multiple changepoint detection with model order selection
cptDist	Comparing multiple changepoint configurations by pairwise distance
GA	Genetic algorithm
GA_param	GA_param
IslandGA	Island model based genetic algorithm
IslandGA_param	IslandGA_param
mutation	The default mutation operator in genetic algorithm
operators	operators
random_population	Random population initialization
selection_linearrank	The default parents selection genetic algorithm operator
selectTau	Randomly select the chromosome
ts.sim	Time series simulation with changepoint effects
TsPlotCheck	Plot the simulated time series
uniformcrossover	Uniform crossover to produce offsprings