def evaluateNoInput(self):
r = Runner()
for i in [x for x in self.population if x.fitness is None]:
i.result = r.run(i.dna)
i.fitness = self.problem.fitness(i.result)
self.population.sort()
def evaluateNoInput(self):
r = Runner()
for i in [x for x in self.population if x.fitness is None]:
i.result = r.run(i.dna)
i.fitness = self.problem.fitness(i.result)
self.population.sort()
def evaluateTestSet(self, testSet):
r = Runner()
for i in [x for x in self.population if x.fitness is None]:
fitness = 0
try:
for testValue in testSet:
i.result = r.run(individual=i, startValue=testValue)
fitness += self.problem.fitness(i.result, testValue)
i.fitness = fitness
except OverflowError:
i.fitness = 1.7976931348623157e+308
self.population.sort()
def evaluateTestSet(self, testSet):
r = Runner()
for i in [x for x in self.population if x.fitness is None]:
fitness = 0
try:
for testValue in testSet:
i.result = r.run(individual=i, startValue=testValue)
self.log.debug("result {}, testValue {}".format(
i.result, testValue))
fitness += self.problem.fitness(i.result, testValue)
i.fitness = fitness
except OverflowError:
i.fitness = 1.7976931348623157e+308
self.population.sort()
# i = Individual(systemLog, ArithmeticGenome, age, "bob", dnaString=dna)
#
# runner = Runner()
#
# print runner.run(individual=i)
## Test Process An Input
dna = "*2+3" # expected output is: input*2+3. So 2 -> 7, 10 -> 23
dna = ">*<" # expected output is squared (stores value to storage, retrieves storage to number, multiplies value by number
dna = "+>*7<+<+<+<*3>-7-5-N" # 3n^2 + 9n -17 ???
i = Individual(systemLog, ArithmeticGenome, age, "bob", dnaString=dna)
runner = Runner()
print runner.run(individual=i,startValue=4971)
# print runner.run(individual=i,startValue=10)
## Arbitrarily Long Dna is always executable
# i = Individual(systemLog, ArithmeticGenome, age, "bob", params={"length" : 100})
# print "".join(i.dna)
#
# runner = Runner()
#
# print runner.run(individual=i)
dna = "2*N2.5" # expected output fixed value -5.0
# i = Individual(systemLog, ArithmeticGenome, age, "bob", dnaString=dna)
#
# runner = Runner()
#
# print runner.run(individual=i)
## Test Process An Input
dna = "*2+3" # expected output is: input*2+3. So 2 -> 7, 10 -> 23
dna = ">*<" # expected output is squared (stores value to storage, retrieves storage to number, multiplies value by number
dna = "+>*7<+<+<+<*3>-7-5-N" # 3n^2 + 9n -12 (evolved)
dna = ">/+>+<-1-1" # *2+2 (evolved)
dna = "F92-1O+5><" # * 2 -2 (evolved)
i = Individual(systemLog, ArithmeticGenome, age, "bob", dnaString=dna)
runner = Runner()
print(runner.run(individual=i, startValue=0.1))
# print runner.run(individual=i,startValue=10)
## Arbitrarily Long Dna is always executable
# i = Individual(systemLog, ArithmeticGenome, age, "bob", params={"length" : 100})
# print "".join(i.dna)
#
# runner = Runner()
#
# print runner.run(individual=i)