Example #1
0
    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()
Example #2
0
    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()
Example #3
0
    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()
Example #4
0
    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()
Example #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 -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)
Example #6
0
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)