def multiSearch(self):
def mygen2():
c = {
"rad_w": 1,
"ecc_w": -0.5,
"area_w": 1,
"length_w": 1,
"ratio": 1,
"d": 1,
}
area_w = [0.1, 0.5, 1, 1.5, 2]
length_w = [0.1, 0.5, 1, 1.5, 2]
for aw in area_w:
c['area_w'] = aw
yield c
c['area_w'] = 1
for lw in length_w:
c['length_w'] = lw
yield c
def mygenprov():
c = {
"rad_w": 1,
"ecc_w": 0,
"area_w": 0,
"length_w": 0,
"ratio": 1,
"d": 1,
}
yield c
def mygen():
c = {
"rad_w": 0.5,
"ecc_w": -0.5,
"area_w": 1,
"length_w": 1,
"ratio": 1,
"d": 1,
}
ecc_w = [-0.1]
length_ratio = [1.2, 1.5, 2, 0.75, 0.5]
d_ratios = [0.75, 1.25, 1.5]
for w in ecc_w:
c['ecc_w'] = w
yield c
c['ecc_w'] = -0.5
count = 1
for consts in mygenprov():
dirname = 'savedtry/constraints' + str(count) + '/'
if not os.path.exists(dirname):
os.makedirs(dirname)
open(
dirname + 'constraints.txt',
'w').write("Torsional radius weight: " + str(consts['rad_w']) +
"Eccentricity weight: " + str(consts['ecc_w']) +
"\nShear Wall length weight: " +
str(consts['length_w']) +
"\nShear Wall cover area weight: " +
str(consts['area_w']))
self.constraints = consts
self.reinit_skeletons()
self.solutions = {}
for levelSkeleton in self.skeletonLevels[::-1]:
level = self.skeletonLevelsHash[levelSkeleton]
prevs = [
self.solutions[self.levelsHash[p]].levelSkeleton
for p in level.getUpperLevels()
if self.levelsHash[p] in self.solutions
]
print("PREVS LENGTH IS", len(prevs))
if len(prevs):
levelSkeleton.copyLevelsVoiles(prevs)
i = self.skeletonLevels.index(levelSkeleton)
solution = search(levelSkeleton,
filename="level" + str(i),
constraints=self.constraints)
self.solutions[levelSkeleton] = solution
self.saveSkeletons(dirname)
count += 1
def multiSearch(self, diroot='saved', layers=None, iterations=1):
def mygen2():
c = {
"rad_w": 0,
"ecc_w": -0.5,
"area_w": 1,
"length_w": 1,
"ratio": 1,
"d": 1,
}
area_w = [0.1, 0.5, 1, 1.5, 2]
length_w = [0.1, 0.5, 1, 1.5, 2]
ecc_w = [-0.1, -1, -1.5]
for aw in area_w:
c['area_w'] = aw
yield c
c['area_w'] = 1
for lw in length_w:
c['length_w'] = lw
yield c
c['length_w'] = 1
for ew in ecc_w:
c['ecc_w'] = ew
yield c
def mygenprov():
c = {
"rad_w": 0,
"ecc_w": -0.5,
"area_w": 1,
"length_w": 1,
"ratio": 1,
"d": 1,
}
yield c
def mygen():
c = {
"rad_w": 0,
"ecc_w": -0.5,
"area_w": 1,
"length_w": 1,
"ratio": 1,
"d": 1,
}
area_w = [1.5, 2, 4]
d_ratios = [0.25, 0.5, 0.75]
for d in d_ratios:
c['d'] = d
for w in area_w:
c['area_w'] = w
yield c
count = 1
for consts in mygenprov():
dirname = diroot + '/constraints' + str(count) + '/'
if not os.path.exists(dirname):
os.makedirs(dirname)
open(
dirname + 'constraints.txt',
'w').write("Torsional radius weight: " + str(consts['rad_w']) +
"\nEccentricity weight: " + str(consts['ecc_w']) +
"\nShear Wall length weight: " +
str(consts['length_w']) +
"\nShear Wall cover area weight: " +
str(consts['area_w']) + "\nArea Distance ratio: " +
str(consts['d']))
for iteration in range(0, iterations):
dirIt = dirname + 'iteration' + str(iteration + 1) + '/'
self.constraints = consts
self.reinit_skeletons()
self.solutions = {}
if layers is None:
skeletonLevels = self.skeletonLevels
else:
skeletonLevels = self.skeletonLevels[:layers]
for levelSkeleton in skeletonLevels[::-1]:
level = self.skeletonLevelsHash[levelSkeleton]
prevs = [
self.solutions[self.levelsHash[p]].levelSkeleton
for p in level.getUpperLevels()
if self.levelsHash[p] in self.solutions
]
print(("PREVS LENGTH IS", len(prevs)))
if len(prevs):
levelSkeleton.copyLevelsVoiles(prevs)
i = self.skeletonLevels.index(levelSkeleton)
solution = search(levelSkeleton,
filename="level" + str(i),
constraints=self.constraints)
self.solutions[levelSkeleton] = solution
print((self.solutions))
self.saveSkeletons(dirIt, consts, layers)
count += 1
def multiSearch(self):
def mygen2():
c = {
"rad_w": 0,
"ecc_w": -0.5,
"area_w": 3,
"length_w": 1,
"ratio": 1,
"d": 1,
}
area_w = [0.1, 0.5, 1, 1.5, 2]
length_w = [0.1, 0.5, 1, 1.5, 2]
for aw in area_w:
c['area_w'] = aw
yield c
c['area_w'] = 1
for lw in length_w:
c['length_w'] = lw
yield c
def mygenprov():
c = {
"rad_w": 0,
"ecc_w": 0.5,
"area_w": 5,
"length_w": 0,
"ratio": 1,
"d": 1,
}
yield c
def mygen():
c = {
"rad_w": 1,
"ecc_w": -0.5,
"area_w": 1,
"length_w": 5,
"ratio": 1,
"d": 1,
}
area_w = [1.5, 2, 3, 4, 10]
d_ratios = [0.25, 0.5, 0.75]
for d in d_ratios:
c['d'] = d
for w in area_w:
c['area_w'] = w
yield c
break
break
count = 1
for consts in mygenprov():
dirname = 'savedWrong/constraints' + str(count) + '/'
if not os.path.exists(dirname):
os.makedirs(dirname)
open(
dirname + 'constraints.txt',
'w').write("Torsional radius weight: " + str(consts['rad_w']) +
"Eccentricity weight: " + str(consts['ecc_w']) +
"\nShear Wall length weight: " +
str(consts['length_w']) +
"\nShear Wall cover area weight: " +
str(consts['area_w']))
self.constraints = consts
self.init_skeletons(ind=1)
self.solutions = {}
froot = dirname + '/'
if not os.path.exists(froot):
os.makedirs(froot)
f = open(froot + 'Scores.txt', 'w')
scores = []
for levelSkeleton in self.skeletonLevels[::-1]:
if self.skeletonLevels.index(levelSkeleton) == len(
self.skeletonLevels) - 1:
self.ColumnsVoileSkeleton = WallSkeleton.ColumnToVoile(
self.Columns, levelSkeleton.wallSkeletons)
levelSkeleton.addColumnsAsVoiles(self.ColumnsVoileSkeleton)
level = self.skeletonLevelsHash[levelSkeleton]
prevs = [
self.solutions[self.levelsHash[p]].levelSkeleton
for p in level.getUpperLevels()
if self.levelsHash[p] in self.solutions
]
print(("PREVS LENGTH IS", len(prevs)))
if len(prevs):
levelSkeleton.copyLevelsVoiles(prevs)
i = self.skeletonLevels.index(levelSkeleton)
distributionScore = 0.6
SYM = 0
# overlapscore = 1
j = 1
w = [0.5, 1, 1.5, 2]
combs = []
[combs.append(p) for p in itertools.product(w, repeat=4)]
# combs = [[1,0.5,1,2]]
l = 1
for comb in combs:
print('Progress', l / len(combs) * 100, '%', '_', l)
l = l + 1
# while j==1 :
solution = None
for i in range(1):
if self.skeletonLevels.index(levelSkeleton) == len(
self.skeletonLevels) - 1:
while True:
try:
solution = search(
levelSkeleton,
filename="leve" + str(i),
constraints=self.constraints,
Comb=comb)
except:
continue
break
else:
LS = self.skeletonLevels[len(self.skeletonLevels) -
1]
solution = self.solutions[LS]
fitness = solution.getFitness(
constraints=self.constraints)
scores.append([
fitness['sym'], fitness['area'], fitness['rad'],
fitness['distribution'], fitness['totalScore']
])
distributionScore = fitness['distribution']
SYM = fitness['sym']
print('result gave ', distributionScore, SYM)
# j = 2
# overlapscore = fitness['overlapped']
# print("here condition out", distributionScore, overlapscore )
self.solutions[levelSkeleton] = solution
for l in range(len(scores)):
if (l % 2) == 0:
score = scores[l]
f.write(
str(score[0]) + "/" + str(score[1]) + "/" +
str(score[2]) + "/" + str(score[3]) + "/" +
str(score[4]) + "\n")
self.saveSkeletons(dirname)
count += 1