def check_fitness(self):
size = len(world.fitEval)
fitEval = world.fitEval
# i = 0
# for fit in fitEval:
# i += 1
# print "%d: %s" %(i,fit)
for eval in xrange(size - 1):
before = float(fitEval[eval])
after = float(fitEval[eval + 1])
assert after <= before, "In iteration %d fitness %f is lower than %f" % (eval, after, before)
aspects.without_wrap(measureFitness, world.ssga.updateWorst)
def plot_function(minimum, maximum, dif):
def fitness_two(xs,ys):
[maxi,maxj] = xs.shape
result = zeros(xs.shape,dtype=float)
for i in range(maxi):
for j in range(maxj):
x = xs[i,j]
y = ys[i,j]
sol = np.array([x,y])
fit=function_fitness(sol)
result[i,j] = fit
return result
dx = dy = dif
x = np.arange(minimum, maximum, dx)
y = np.arange(minimum, maximum, dy)
X,Y = meshgrid(x, y)
Z = fitness_two(X, Y)
global fig
fig = plt.figure()
ax = subplot(111)
x, y = (np.random.rand(2, 50))*100
ea.initPopulation(50)
global eval
eval=0
population = ea.population()
x = scale_var(population[:,0])
y = scale_var(population[:,1])
# print x
# print y
# print "\n"
global line
line, = ax.plot(x, y, 'wo')
im = imshow(Z, cmap=cm.jet)
im.set_interpolation('bilinear')
save()
global numberOfTimeSteps,stepframe
aspects.with_wrap(measureFitness, SSGA.updateWorst)
ea.run(numberOfTimeSteps*stepframe)
aspects.without_wrap(measureFitness, SSGA.updateWorst)
# Clear the figure to make way for the next image.
plt.clf()
finally: print verdict,test
test,verdict = "without wrap: removing arbitrary wraps",FAIL
try:
def wrapme(x): return "wrapme" + x
def w1(x): yield aspects.proceed("w1" + x)
def w2(x): yield aspects.proceed("w2" + x)
def w3(x): yield aspects.proceed("w3" + x)
def w4(x): yield aspects.proceed("w4" + x)
for w in (w1, w2, w4, w3, w4): aspects.with_wrap(w, wrapme)
# check that everything is fine
assert wrapme("") == "wrapmew1w2w4w3w4", "preparation failed"
# remove the topmost wrap
aspects.without_wrap(w4, wrapme)
assert wrapme("") == "wrapmew1w2w4w3", "topmost"
# remove the wrap in the middle
aspects.without_wrap(w4, wrapme)
assert wrapme("") == "wrapmew1w2w3", "middle"
# remove the wrap on the bottom
aspects.without_wrap(w1, wrapme)
assert wrapme("") == "wrapmew2w3", "bottom"
# remove the rest wraps
aspects.without_wrap(w2, wrapme)
aspects.without_wrap(w3, wrapme)
assert wrapme("") == "wrapme", "rest"
def w2(x):
yield aspects.proceed("w2" + x)
def w3(x):
yield aspects.proceed("w3" + x)
def w4(x):
yield aspects.proceed("w4" + x)
for w in (w1, w2, w4, w3, w4):
aspects.with_wrap(w, wrapme)
# check that everything is fine
assert wrapme("") == "wrapmew1w2w4w3w4", "preparation failed"
# remove the topmost wrap
aspects.without_wrap(w4, wrapme)
assert wrapme("") == "wrapmew1w2w4w3", "topmost"
# remove the wrap in the middle
aspects.without_wrap(w4, wrapme)
assert wrapme("") == "wrapmew1w2w3", "middle"
# remove the wrap on the bottom
aspects.without_wrap(w1, wrapme)
assert wrapme("") == "wrapmew2w3", "bottom"
# remove the rest wraps
aspects.without_wrap(w2, wrapme)
aspects.without_wrap(w3, wrapme)
assert wrapme("") == "wrapme", "rest"