diff --git a/framework/Optimizers/crossOverOperators/crossovers.py b/framework/Optimizers/crossOverOperators/crossovers.py index 0441165151..aa74aa8cf9 100644 --- a/framework/Optimizers/crossOverOperators/crossovers.py +++ b/framework/Optimizers/crossOverOperators/crossovers.py @@ -24,7 +24,7 @@ import xarray as xr from utils import randomUtils from scipy.special import comb -from itertools import combinations, permutations +from itertools import combinations # @profile def onePointCrossover(parents,**kwargs): @@ -116,7 +116,6 @@ def twoPointsCrossover(parents, **kwargs): children1 = A1 B2 C1 children2 = A2 B1 C2 @ In, parents, xr.DataArray, parents involved in the mating process - @ In, parentPairs, list, list containing pairs of parents @ In, kwargs, dict, dictionary of parameters for this mutation method: parents, 2D array, parents in the current mating process. Shape is nParents x len(chromosome) i.e, number of Genes/Vars @@ -133,18 +132,24 @@ def twoPointsCrossover(parents, **kwargs): parentPairs = list(combinations(parents,2)) for couples in parentPairs: locRangeList = list(range(0,nGenes)) - index1 = randomUtils.randomIntegers(0, len(locRangeList)-1, caller=None, engine=None) + index1 = randomUtils.randomIntegers(1, len(locRangeList)-2, caller=None, engine=None) loc1 = locRangeList[index1] locRangeList.pop(loc1) - index2 = randomUtils.randomIntegers(0, len(locRangeList)-1, caller=None, engine=None) + index2 = randomUtils.randomIntegers(1, len(locRangeList)-2, caller=None, engine=None) loc2 = locRangeList[index2] - if loc1>loc2: - locL=loc2 - locU=loc1 - elif loc1 loc2: + locL = loc2 + locU = loc1 + else: locL=loc1 locU=loc2 - parent1 = couples[0] parent2 = couples[1] children1,children2 = twoPointsCrossoverMethod(parent1,parent2,locL,locU) diff --git a/tests/framework/Optimizers/GeneticAlgorithms/gold/discrete/unconstrained/MaxwoReplacementTwoPointsCrossover/opt_export_0.csv b/tests/framework/Optimizers/GeneticAlgorithms/gold/discrete/unconstrained/MaxwoReplacementTwoPointsCrossover/opt_export_0.csv index d34fe2b331..43273e78fe 100644 --- a/tests/framework/Optimizers/GeneticAlgorithms/gold/discrete/unconstrained/MaxwoReplacementTwoPointsCrossover/opt_export_0.csv +++ b/tests/framework/Optimizers/GeneticAlgorithms/gold/discrete/unconstrained/MaxwoReplacementTwoPointsCrossover/opt_export_0.csv @@ -23,380 +23,380 @@ x1,x2,x3,x4,x5,x6,ans,age,batchId,fitness,iteration,accepted,conv_objective 2.0,3.0,1.0,4.0,5.0,6.0,88.0,0.0,2.0,176.0,1.0,accepted,0.0 6.0,4.0,1.0,5.0,3.0,2.0,64.0,0.0,2.0,128.0,1.0,accepted,0.0 3.0,6.0,1.0,4.0,2.0,5.0,74.0,0.0,2.0,148.0,1.0,accepted,0.0 -3.0,5.0,1.0,6.0,4.0,2.0,72.0,0.0,2.0,144.0,1.0,accepted,0.0 +3.0,6.0,1.0,2.0,4.0,5.0,76.0,0.0,2.0,152.0,1.0,accepted,0.0 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