Changepoint Detection via Modified Genetic Algorithm


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Documentation for package ‘changepointGA’ version 0.1.3

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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
cptga Genetic algorithm
cptga-class S4 Class Definition for 'cptga'
cptgaisl Island model based genetic algorithm
cptgaisl-class S4 Class Definition for 'cptgaisl'
mutation The default mutation operator in genetic algorithm
plot.cptga Plot Time Series with Detected Changepoints from a 'cptga' Object
plot.cptgaisl Plot Time Series with Detected Changepoints from a 'cptgaisl' Object
print.summary.cptga Print Summary for a 'cptga' Object
print.summary.cptgaisl Print Summary for a 'cptgaisl' Object
random_population Random population initialization
selection_linearrank The default parents selection genetic algorithm operator
selectTau Randomly select the chromosome
summary-method S4 Class Definition for 'cptga'
summary-method S4 Class Definition for 'cptgaisl'
summary.cptga S4 Class Definition for 'cptga'
summary.cptgaisl S4 Class Definition for 'cptgaisl'
ts.sim Time series simulation with changepoint effects
uniformcrossover Uniform crossover to produce offsprings