if not elements[d+o].strip() == "?":
objective_data[p][a][o].append(float(elements[d+o]))
plot_points[p][a][o].append(float(elements[d+o]))
#################### Originals ######################
s = '{0: <12}'.format(problem.name) + "," + '{0: <12}'.format(algorithm.name) + "," + '{0: <12}'.format("Original") + ","
for dug in data[p][a]:
s += str("%10.2f" % avg(dug)) + ","
print s
#################### BIN DRAW ORIGINALS ###################
numBins = 10
numAttributes = len(problem.decisions)
histobins = [histobin(numBins, problem.decisions[i], i) for i in range(numAttributes)]
novel_candidates = []
for c,hbin in enumerate(histobins):
novel_candidates.append( [[] for d in problem.decisions] )
hbin.populate(decision_data[p][a][c])
#for iii in range(10):
# hbin.rex()
trials = []
for repeat in range(20):
accepted = False
while not accepted:
novel_candidate = [random.uniform(dec.low,dec.up) for dec in problem.decisions]
#axarr[a][0].plot(front[0], front[1], linestyle='None', marker=algorithm.type, color=algorithm.color, markersize=5, markeredgecolor='none')
axarr[a].set_xlim([min(OX), max(OX)])
axarr[a].set_ylim([min(OY), max(OY)])
colors = ["Red", "Pink", "Orange", "Gold", "Yellow", "Green", "Blue", "Indigo", "Violet", "Black"]#Green", "Blue", "Green", "Pink", "Yellow", "Orange", "Purple", "Black", "Brown"]#, "IndianRed", "GreenYellow", "Aqua", "Gold", "Khaki", "SteelBlue", "PowderBlue"]
import colorsys
N = len(leaf_plots[p][a])
print N
HSV_tuples = [(x/360.0, 0.5, 0.9) for x in frange5(0, 360, (360/float(N)))]
colors = map(lambda x: colorsys.hls_to_rgb(*x), HSV_tuples)
numBins = len(colors)
numAttributes = 3
rgb_names = ["red", "green", "blue"]
histobins = [histobin(numBins, jmoo_decision(rgb_names[i], 0, 1), i) for i in range(numAttributes)]
for c,hbin in enumerate(histobins):
hbin.populate([color[c] for color in colors])
for iii in range(10):
hbin.rex()
N = len(colors)
print histobins
colors = [ [] for attr in range(3) ]
for h,hbin in enumerate(histobins):
for bin in hbin.bins:
colors[h] += [ bin.low + (bin.up-bin.low)/2 for i in range(int(N*hbin.freq(bin)/100.0)) ]
#print colors
#markers = ["p", "^", "*", ".", "x", 'd']
