def create_semantic_network(figures, problem):
if problem.problemType == '3x3':
H_1A = create_relationship_diagram([figures[0], figures[1]], 'horizontal')
H_1B = create_relationship_diagram([figures[1], figures[2]], 'horizontal')
H1 = utility.union(H_1A, H_1B)
H_2A = create_relationship_diagram([figures[3], figures[4]], 'horizontal')
H_2B = create_relationship_diagram([figures[4], figures[5]], 'horizontal')
H2 = utility.union(H_2A, H_2B)
V_1A = create_relationship_diagram([figures[0], figures[3]], 'vertical')
V_1B = create_relationship_diagram([figures[3], figures[6]], 'vertical')
V1 = utility.union(V_1A, V_1B)
V_2A = create_relationship_diagram([figures[1], figures[4]], 'vertical')
V_2B = create_relationship_diagram([figures[4], figures[7]], 'vertical')
V2 = utility.union(V_2A, V_2B)
D = create_relationship_diagram([figures[0], figures[4]], 'diagonal')
R = (H1, H2, V1, V2, D)
return R
else:
H1 = create_relationship_diagram([figures[0], figures[1]], 'horizontal', '2x2')
V1 = create_relationship_diagram([figures[0], figures[2]], 'vertical', '2x2')
R = (H1, V1)
return R
def generate_and_test(init_network, scores, figures, solutions, problem):
for i, solution in enumerate(solutions):
if problem.problemType == '3x3':
# compare init_network with generated solutions
H_A = create_relationship_diagram([figures[6], figures[7]],
'horizontal')
H_B = create_relationship_diagram([figures[7], solution],
'horizontal')
H = utility.union(H_A, H_B)
V_A = create_relationship_diagram([figures[2], figures[5]],
'vertical')
V_B = create_relationship_diagram([figures[5], solution],
'vertical')
V = utility.union(V_A, V_B)
D = create_relationship_diagram([figures[4], solution], 'diagonal')
else:
H = create_relationship_diagram([figures[2], solution],
'horizontal', '2x2')
V = create_relationship_diagram([figures[1], solution], 'vertical',
'2x2')
D = None
score = agent_compare(init_network, H, V, D, problem, i + 1)
scores.append(score)
scores = utility.normalize_scores(scores, problem)
print(scores)
if 1.0 not in scores:
if problem.problemType == '3x3':
m_diagonal = comparison.compare_diagonal(scores, figures,
solutions, problem)
print('comparing diagonals to finalize score')
possible_scores = [m_diagonal]
m = min(possible_scores, key=lambda t: t[1])
scores = utility.get_score(m, problem)
else:
m_union = comparison.compare_union(scores, figures, solutions,
problem)
print('comparing union to finalize score')
possible_scores = [m_union]
m = min(possible_scores, key=lambda t: t[1])
scores = utility.get_score(m, problem)
return scores
def generate_and_test(init_network, scores, figures, solutions, problem):
for i, solution in enumerate(solutions):
if problem.problemType == '3x3':
# compare init_network with generated solutions
H_A = create_relationship_diagram([figures[6], figures[7]], 'horizontal')
H_B = create_relationship_diagram([figures[7], solution], 'horizontal')
H = utility.union(H_A, H_B)
V_A = create_relationship_diagram([figures[2], figures[5]], 'vertical')
V_B = create_relationship_diagram([figures[5], solution], 'vertical')
V = utility.union(V_A, V_B)
D = create_relationship_diagram([figures[4], solution], 'diagonal')
else:
H = create_relationship_diagram([figures[2], solution], 'horizontal', '2x2')
V = create_relationship_diagram([figures[1], solution], 'vertical', '2x2')
D = None
score = agent_compare(init_network, H, V, D, problem, i + 1)
scores.append(score)
scores = utility.normalize_scores(scores, problem)
print(scores)
if 1.0 not in scores:
if problem.problemType == '3x3':
m_diagonal = comparison.compare_diagonal(scores, figures, solutions, problem)
print('comparing diagonals to finalize score')
possible_scores = [m_diagonal]
m = min(possible_scores, key=lambda t: t[1])
scores = utility.get_score(m, problem)
else:
m_union = comparison.compare_union(scores, figures, solutions, problem)
print('comparing union to finalize score')
possible_scores = [m_union]
m = min(possible_scores, key=lambda t: t[1])
scores = utility.get_score(m, problem)
return scores
def create_semantic_network(figures, problem):
if problem.problemType == '3x3':
H_1A = create_relationship_diagram([figures[0], figures[1]],
'horizontal')
H_1B = create_relationship_diagram([figures[1], figures[2]],
'horizontal')
H1 = utility.union(H_1A, H_1B)
H_2A = create_relationship_diagram([figures[3], figures[4]],
'horizontal')
H_2B = create_relationship_diagram([figures[4], figures[5]],
'horizontal')
H2 = utility.union(H_2A, H_2B)
V_1A = create_relationship_diagram([figures[0], figures[3]],
'vertical')
V_1B = create_relationship_diagram([figures[3], figures[6]],
'vertical')
V1 = utility.union(V_1A, V_1B)
V_2A = create_relationship_diagram([figures[1], figures[4]],
'vertical')
V_2B = create_relationship_diagram([figures[4], figures[7]],
'vertical')
V2 = utility.union(V_2A, V_2B)
D = create_relationship_diagram([figures[0], figures[4]], 'diagonal')
R = (H1, H2, V1, V2, D)
return R
else:
H1 = create_relationship_diagram([figures[0], figures[1]],
'horizontal', '2x2')
V1 = create_relationship_diagram([figures[0], figures[2]], 'vertical',
'2x2')
R = (H1, V1)
return R
