Dateien nach "ILP/butadien" hochladen

This commit is contained in:
2026-08-28 12:58:14 +02:00
parent 482c067501
commit f120e5831d
+214 -184
View File
@@ -1,183 +1,199 @@
import gurobipy as gp
from gurobipy import GRB, Model, quicksum
HYPEREDGES = {
1: ([], ['Butadien']),
4: (['Butadien', 'Butadien'], []),
5: (['Butadien', 'Butadien'], ['Butadien', 'Butadien']),
7: (['Butadien', 'Butadien'], []),
9: (['p_{0,0}', 'p_{0,0}'], []),
10: (['p_{0,0}', 'p_{0,1}'], ['Butadien', 'Butadien']),
11: (['p_{0,0}', 'p_{0,1}'], []),
13: (['p_{0,0}', 'p_{0,2}'], []),
14: (['p_{0,0}', 'p_{0,2}'], []),
15: (['Butadien', 'p_{0,0}'], ['Butadien']),
16: (['p_{0,1}', 'p_{0,1}'], []),
18: (['p_{0,1}', 'p_{0,1}'], ['Butadien']),
20: (['p_{0,1}', 'p_{0,2}'], ['Butadien']),
21: (['Butadien', 'p_{0,1}'], ['Butadien']),
22: (['p_{0,1}', 'p_{0,2}'], []),
23: (['Butadien', 'p_{0,1}'], []),
24: (['p_{0,2}', 'p_{0,2}'], []),
25: (['Butadien', 'p_{0,2}'], ['Butadien']),
26: (['Butadien', 'p_{0,2}'], []),
28: (['p_{0,0}', 'p_{0,1}'], []),
30: (['Butadien', 'p_{0,0}'], []),
32: (['Butadien', 'p_{0,1}'], []),
33: (['Butadien', 'p_{0,1}'], []),
35: (['Butadien', 'p_{0,1}'], []),
37: (['Butadien', 'p_{0,1}'], []),
38: (['p_{0,3}'], []),
42: (['p_{0,4}'], []),
50: (['p_{0,3}', 'p_{0,3}'], []),
51: (['p_{0,3}', 'p_{0,4}'], []),
52: (['p_{0,3}', 'p_{0,5}'], []),
53: (['p_{0,3}', 'p_{0,6}'], []),
54: (['p_{0,3}', 'p_{0,8}'], []),
55: (['p_{0,3}', 'p_{0,9}'], []),
56: (['p_{0,3}', 'p_{0,10}'], []),
57: (['p_{0,2}', 'p_{0,3}'], []),
58: (['p_{0,0}', 'p_{0,3}'], []),
59: (['Butadien', 'p_{0,3}'], ['Butadien']),
60: (['p_{0,1}', 'p_{0,3}'], []),
61: (['p_{0,4}', 'p_{0,4}'], []),
62: (['p_{0,4}', 'p_{0,5}'], []),
64: (['p_{0,4}', 'p_{0,6}'], []),
65: (['p_{0,2}', 'p_{0,4}'], []),
66: (['p_{0,0}', 'p_{0,4}'], ['Butadien']),
67: (['Butadien', 'p_{0,4}'], []),
68: (['Butadien', 'p_{0,4}'], ['Butadien']),
69: (['p_{0,1}', 'p_{0,4}'], []),
70: (['p_{0,4}', 'p_{0,6}'], []),
71: (['p_{0,4}', 'p_{0,8}'], []),
72: (['p_{0,4}', 'p_{0,9}'], []),
73: (['p_{0,4}', 'p_{0,10}'], []),
74: (['p_{0,2}', 'p_{0,4}'], []),
75: (['p_{0,0}', 'p_{0,4}'], []),
76: (['p_{0,5}', 'p_{0,5}'], []),
77: (['p_{0,5}', 'p_{0,6}'], []),
78: (['p_{0,2}', 'p_{0,5}'], []),
79: (['p_{0,0}', 'p_{0,5}'], ['Butadien']),
80: (['Butadien', 'p_{0,5}'], []),
81: (['Butadien', 'p_{0,5}'], ['Butadien']),
82: (['p_{0,1}', 'p_{0,5}'], []),
83: (['p_{0,1}', 'p_{0,5}'], []),
84: (['p_{0,5}', 'p_{0,6}'], []),
85: (['p_{0,5}', 'p_{0,8}'], []),
86: (['p_{0,5}', 'p_{0,9}'], []),
87: (['p_{0,5}', 'p_{0,10}'], []),
88: (['p_{0,0}', 'p_{0,5}'], []),
89: (['p_{0,6}', 'p_{0,6}'], []),
90: (['p_{0,6}', 'p_{0,8}'], []),
91: (['p_{0,6}', 'p_{0,9}'], []),
92: (['p_{0,6}', 'p_{0,10}'], []),
93: (['p_{0,2}', 'p_{0,6}'], []),
94: (['p_{0,0}', 'p_{0,6}'], []),
95: (['Butadien', 'p_{0,6}'], ['Butadien']),
96: (['Butadien', 'p_{0,6}'], []),
97: (['p_{0,1}', 'p_{0,6}'], ['Butadien']),
98: (['p_{0,1}', 'p_{0,6}'], []),
100: (['p_{0,0}', 'p_{0,6}'], []),
102: (['p_{0,0}', 'p_{0,7}'], []),
103: (['p_{0,8}', 'p_{0,8}'], []),
104: (['p_{0,8}', 'p_{0,9}'], []),
105: (['p_{0,8}', 'p_{0,10}'], []),
106: (['p_{0,2}', 'p_{0,8}'], []),
107: (['p_{0,0}', 'p_{0,8}'], []),
108: (['Butadien', 'p_{0,8}'], ['Butadien']),
109: (['p_{0,1}', 'p_{0,8}'], []),
110: (['p_{0,9}', 'p_{0,9}'], []),
111: (['p_{0,9}', 'p_{0,10}'], []),
112: (['p_{0,2}', 'p_{0,9}'], []),
113: (['p_{0,0}', 'p_{0,9}'], []),
114: (['Butadien', 'p_{0,9}'], ['Butadien']),
115: (['p_{0,1}', 'p_{0,9}'], []),
116: (['p_{0,10}', 'p_{0,10}'], []),
117: (['p_{0,2}', 'p_{0,10}'], []),
118: (['p_{0,0}', 'p_{0,10}'], []),
119: (['Butadien', 'p_{0,10}'], ['Butadien']),
120: (['p_{0,1}', 'p_{0,10}'], []),
121: (['p_{0,0}', 'p_{0,4}'], []),
123: (['p_{0,0}', 'p_{0,4}'], []),
125: (['Butadien', 'p_{0,7}'], []),
130: (['p_{0,14}'], []),
132: (['p_{0,15}'], []),
135: (['p_{0,0}', 'p_{0,11}'], []),
136: (['p_{0,12}', 'p_{0,12}'], []),
137: (['p_{0,12}', 'p_{0,13}'], []),
138: (['p_{0,12}', 'p_{0,14}'], []),
139: (['p_{0,12}', 'p_{0,15}'], []),
140: (['p_{0,12}', 'p_{0,16}'], []),
141: (['p_{0,8}', 'p_{0,12}'], []),
142: (['p_{0,9}', 'p_{0,12}'], []),
143: (['Butadien', 'p_{0,12}'], ['Butadien']),
144: (['p_{0,10}', 'p_{0,12}'], []),
145: (['p_{0,0}', 'p_{0,12}'], []),
146: (['p_{0,1}', 'p_{0,12}'], []),
147: (['p_{0,2}', 'p_{0,12}'], []),
148: (['p_{0,3}', 'p_{0,12}'], []),
149: (['p_{0,4}', 'p_{0,12}'], []),
150: (['p_{0,5}', 'p_{0,12}'], []),
151: (['p_{0,6}', 'p_{0,12}'], []),
152: (['p_{0,13}', 'p_{0,13}'], []),
153: (['Butadien', 'p_{0,13}'], []),
154: (['Butadien', 'p_{0,13}'], ['Butadien']),
155: (['p_{0,0}', 'p_{0,13}'], ['Butadien']),
156: (['p_{0,1}', 'p_{0,13}'], []),
157: (['p_{0,1}', 'p_{0,13}'], []),
158: (['p_{0,2}', 'p_{0,13}'], []),
159: (['p_{0,4}', 'p_{0,13}'], []),
160: (['p_{0,5}', 'p_{0,13}'], []),
161: (['p_{0,6}', 'p_{0,13}'], []),
162: (['p_{0,13}', 'p_{0,14}'], []),
163: (['p_{0,13}', 'p_{0,15}'], []),
164: (['p_{0,13}', 'p_{0,16}'], []),
165: (['p_{0,8}', 'p_{0,13}'], []),
166: (['p_{0,9}', 'p_{0,13}'], []),
167: (['p_{0,10}', 'p_{0,13}'], []),
168: (['p_{0,0}', 'p_{0,13}'], []),
169: (['p_{0,2}', 'p_{0,13}'], []),
170: (['p_{0,3}', 'p_{0,13}'], []),
171: (['p_{0,14}', 'p_{0,14}'], []),
172: (['p_{0,14}', 'p_{0,15}'], []),
173: (['p_{0,14}', 'p_{0,16}'], []),
174: (['p_{0,8}', 'p_{0,14}'], []),
175: (['p_{0,9}', 'p_{0,14}'], []),
176: (['Butadien', 'p_{0,14}'], ['Butadien']),
177: (['p_{0,10}', 'p_{0,14}'], []),
178: (['p_{0,0}', 'p_{0,14}'], []),
179: (['p_{0,1}', 'p_{0,14}'], []),
180: (['p_{0,2}', 'p_{0,14}'], []),
181: (['p_{0,3}', 'p_{0,14}'], []),
182: (['p_{0,4}', 'p_{0,14}'], []),
183: (['p_{0,5}', 'p_{0,14}'], []),
184: (['p_{0,6}', 'p_{0,14}'], []),
185: (['p_{0,15}', 'p_{0,15}'], []),
186: (['p_{0,15}', 'p_{0,16}'], []),
187: (['p_{0,8}', 'p_{0,15}'], []),
188: (['p_{0,9}', 'p_{0,15}'], []),
189: (['Butadien', 'p_{0,15}'], ['Butadien']),
190: (['p_{0,10}', 'p_{0,15}'], []),
191: (['p_{0,0}', 'p_{0,15}'], []),
192: (['p_{0,1}', 'p_{0,15}'], []),
193: (['p_{0,2}', 'p_{0,15}'], []),
194: (['p_{0,3}', 'p_{0,15}'], []),
195: (['p_{0,4}', 'p_{0,15}'], []),
196: (['p_{0,5}', 'p_{0,15}'], []),
197: (['p_{0,6}', 'p_{0,15}'], []),
198: (['p_{0,16}', 'p_{0,16}'], []),
199: (['p_{0,8}', 'p_{0,16}'], []),
200: (['p_{0,9}', 'p_{0,16}'], []),
201: (['Butadien', 'p_{0,16}'], ['Butadien']),
202: (['p_{0,10}', 'p_{0,16}'], []),
203: (['p_{0,0}', 'p_{0,16}'], []),
204: (['p_{0,1}', 'p_{0,16}'], []),
205: (['p_{0,2}', 'p_{0,16}'], []),
206: (['p_{0,3}', 'p_{0,16}'], []),
207: (['p_{0,4}', 'p_{0,16}'], []),
208: (['p_{0,5}', 'p_{0,16}'], []),
209: (['p_{0,6}', 'p_{0,16}'], []),
211: (['Butadien', 'p_{0,11}'], []),
HYPERGRAPH = { 1, (['Butadien'], ['Butadien']),
4, (['Butadien', 'Butadien'], ['p_{0,0}', 'p_{0,1}']),
5, (['Butadien', 'Butadien'], ['Butadien', 'Butadien']),
7, (['Butadien', 'Butadien'], ['p_{0,2}']),
9, (['p_{0,0}', 'p_{0,0}'], ['p_{0,0}', 'p_{0,0}']),
10, (['p_{0,0}', 'p_{0,1}'], ['Butadien', 'Butadien']),
11, (['p_{0,0}', 'p_{0,1}'], ['p_{0,0}', 'p_{0,1}']),
13, (['p_{0,0}', 'p_{0,2}'], ['p_{0,3}']),
14, (['p_{0,0}', 'p_{0,2}'], ['p_{0,0}', 'p_{0,2}']),
15, (['Butadien', 'p_{0,0}'], ['Butadien', 'p_{0,0}']),
16, (['p_{0,1}', 'p_{0,1}'], ['p_{0,1}', 'p_{0,1}']),
18, (['p_{0,1}', 'p_{0,1}'], ['Butadien', 'p_{0,4}']),
20, (['p_{0,1}', 'p_{0,2}'], ['Butadien', 'p_{0,5}']),
21, (['Butadien', 'p_{0,1}'], ['Butadien', 'p_{0,1}']),
22, (['p_{0,1}', 'p_{0,2}'], ['p_{0,1}', 'p_{0,2}']),
23, (['Butadien', 'p_{0,1}'], ['p_{0,0}', 'p_{0,4}']),
24, (['p_{0,2}', 'p_{0,2}'], ['p_{0,2}', 'p_{0,2}']),
25, (['Butadien', 'p_{0,2}'], ['Butadien', 'p_{0,2}']),
26, (['Butadien', 'p_{0,2}'], ['p_{0,0}', 'p_{0,5}']),
28, (['p_{0,0}', 'p_{0,1}'], ['p_{0,6}']),
30, (['Butadien', 'p_{0,0}'], ['p_{0,7}']),
32, (['Butadien', 'p_{0,1}'], ['p_{0,8}']),
33, (['Butadien', 'p_{0,1}'], ['p_{0,5}']),
35, (['Butadien', 'p_{0,1}'], ['p_{0,9}']),
37, (['Butadien', 'p_{0,1}'], ['p_{0,10}']),
38, (['p_{0,3}'], ['p_{0,0}', 'p_{0,2}']),
42, (['p_{0,4}'], ['p_{0,0}', 'p_{0,11}']),
50, (['p_{0,3}', 'p_{0,3}'], ['p_{0,3}', 'p_{0,3}']),
51, (['p_{0,3}', 'p_{0,4}'], ['p_{0,3}', 'p_{0,4}']),
52, (['p_{0,3}', 'p_{0,5}'], ['p_{0,3}', 'p_{0,5}']),
53, (['p_{0,3}', 'p_{0,6}'], ['p_{0,3}', 'p_{0,6}']),
54, (['p_{0,3}', 'p_{0,8}'], ['p_{0,3}', 'p_{0,8}']),
55, (['p_{0,3}', 'p_{0,9}'], ['p_{0,3}', 'p_{0,9}']),
56, (['p_{0,3}', 'p_{0,10}'], ['p_{0,3}', 'p_{0,10}']),
57, (['p_{0,2}', 'p_{0,3}'], ['p_{0,2}', 'p_{0,3}']),
58, (['p_{0,0}', 'p_{0,3}'], ['p_{0,0}', 'p_{0,3}']),
59, (['Butadien', 'p_{0,3}'], ['Butadien', 'p_{0,3}']),
60, (['p_{0,1}', 'p_{0,3}'], ['p_{0,1}', 'p_{0,3}']),
61, (['p_{0,4}', 'p_{0,4}'], ['p_{0,4}', 'p_{0,4}']),
62, (['p_{0,4}', 'p_{0,5}'], ['p_{0,4}', 'p_{0,5}']),
64, (['p_{0,4}', 'p_{0,6}'], ['p_{0,1}', 'p_{0,13}']),
65, (['p_{0,2}', 'p_{0,4}'], ['p_{0,1}', 'p_{0,5}']),
66, (['p_{0,0}', 'p_{0,4}'], ['Butadien', 'p_{0,1}']),
67, (['Butadien', 'p_{0,4}'], ['p_{0,1}', 'p_{0,1}']),
68, (['Butadien', 'p_{0,4}'], ['Butadien', 'p_{0,4}']),
69, (['p_{0,1}', 'p_{0,4}'], ['p_{0,1}', 'p_{0,4}']),
70, (['p_{0,4}', 'p_{0,6}'], ['p_{0,4}', 'p_{0,6}']),
71, (['p_{0,4}', 'p_{0,8}'], ['p_{0,4}', 'p_{0,8}']),
72, (['p_{0,4}', 'p_{0,9}'], ['p_{0,4}', 'p_{0,9}']),
73, (['p_{0,4}', 'p_{0,10}'], ['p_{0,4}', 'p_{0,10}']),
74, (['p_{0,2}', 'p_{0,4}'], ['p_{0,2}', 'p_{0,4}']),
75, (['p_{0,0}', 'p_{0,4}'], ['p_{0,0}', 'p_{0,4}']),
76, (['p_{0,5}', 'p_{0,5}'], ['p_{0,5}', 'p_{0,5}']),
77, (['p_{0,5}', 'p_{0,6}'], ['p_{0,2}', 'p_{0,13}']),
78, (['p_{0,2}', 'p_{0,5}'], ['p_{0,2}', 'p_{0,5}']),
79, (['p_{0,0}', 'p_{0,5}'], ['Butadien', 'p_{0,2}']),
80, (['Butadien', 'p_{0,5}'], ['p_{0,1}', 'p_{0,2}']),
81, (['Butadien', 'p_{0,5}'], ['Butadien', 'p_{0,5}']),
82, (['p_{0,1}', 'p_{0,5}'], ['p_{0,1}', 'p_{0,5}']),
83, (['p_{0,1}', 'p_{0,5}'], ['p_{0,2}', 'p_{0,4}']),
84, (['p_{0,5}', 'p_{0,6}'], ['p_{0,5}', 'p_{0,6}']),
85, (['p_{0,5}', 'p_{0,8}'], ['p_{0,5}', 'p_{0,8}']),
86, (['p_{0,5}', 'p_{0,9}'], ['p_{0,5}', 'p_{0,9}']),
87, (['p_{0,5}', 'p_{0,10}'], ['p_{0,5}', 'p_{0,10}']),
88, (['p_{0,0}', 'p_{0,5}'], ['p_{0,0}', 'p_{0,5}']),
89, (['p_{0,6}', 'p_{0,6}'], ['p_{0,6}', 'p_{0,6}']),
90, (['p_{0,6}', 'p_{0,8}'], ['p_{0,6}', 'p_{0,8}']),
91, (['p_{0,6}', 'p_{0,9}'], ['p_{0,6}', 'p_{0,9}']),
92, (['p_{0,6}', 'p_{0,10}'], ['p_{0,6}', 'p_{0,10}']),
93, (['p_{0,2}', 'p_{0,6}'], ['p_{0,2}', 'p_{0,6}']),
94, (['p_{0,0}', 'p_{0,6}'], ['p_{0,0}', 'p_{0,6}']),
95, (['Butadien', 'p_{0,6}'], ['Butadien', 'p_{0,6}']),
96, (['Butadien', 'p_{0,6}'], ['p_{0,0}', 'p_{0,13}']),
97, (['p_{0,1}', 'p_{0,6}'], ['Butadien', 'p_{0,13}']),
98, (['p_{0,1}', 'p_{0,6}'], ['p_{0,1}', 'p_{0,6}']),
100, (['p_{0,0}', 'p_{0,6}'], ['p_{0,14}']),
102, (['p_{0,0}', 'p_{0,7}'], ['p_{0,15}']),
103, (['p_{0,8}', 'p_{0,8}'], ['p_{0,8}', 'p_{0,8}']),
104, (['p_{0,8}', 'p_{0,9}'], ['p_{0,8}', 'p_{0,9}']),
105, (['p_{0,8}', 'p_{0,10}'], ['p_{0,8}', 'p_{0,10}']),
106, (['p_{0,2}', 'p_{0,8}'], ['p_{0,2}', 'p_{0,8}']),
107, (['p_{0,0}', 'p_{0,8}'], ['p_{0,0}', 'p_{0,8}']),
108, (['Butadien', 'p_{0,8}'], ['Butadien', 'p_{0,8}']),
109, (['p_{0,1}', 'p_{0,8}'], ['p_{0,1}', 'p_{0,8}']),
110, (['p_{0,9}', 'p_{0,9}'], ['p_{0,9}', 'p_{0,9}']),
111, (['p_{0,9}', 'p_{0,10}'], ['p_{0,9}', 'p_{0,10}']),
112, (['p_{0,2}', 'p_{0,9}'], ['p_{0,2}', 'p_{0,9}']),
113, (['p_{0,0}', 'p_{0,9}'], ['p_{0,0}', 'p_{0,9}']),
114, (['Butadien', 'p_{0,9}'], ['Butadien', 'p_{0,9}']),
115, (['p_{0,1}', 'p_{0,9}'], ['p_{0,1}', 'p_{0,9}']),
116, (['p_{0,10}', 'p_{0,10}'], ['p_{0,10}', 'p_{0,10}']),
117, (['p_{0,2}', 'p_{0,10}'], ['p_{0,2}', 'p_{0,10}']),
118, (['p_{0,0}', 'p_{0,10}'], ['p_{0,0}', 'p_{0,10}']),
119, (['Butadien', 'p_{0,10}'], ['Butadien', 'p_{0,10}']),
120, (['p_{0,1}', 'p_{0,10}'], ['p_{0,1}', 'p_{0,10}']),
121, (['p_{0,0}', 'p_{0,4}'], ['p_{0,13}']),
123, (['p_{0,0}', 'p_{0,4}'], ['p_{0,16}']),
125, (['Butadien', 'p_{0,7}'], ['p_{0,17}']),
130, (['p_{0,14}'], ['p_{0,0}', 'p_{0,6}']),
132, (['p_{0,15}'], ['p_{0,0}', 'p_{0,7}']),
135, (['p_{0,0}', 'p_{0,11}'], ['p_{0,4}']),
136, (['p_{0,12}', 'p_{0,12}'], ['p_{0,12}', 'p_{0,12}']),
137, (['p_{0,12}', 'p_{0,13}'], ['p_{0,12}', 'p_{0,13}']),
138, (['p_{0,12}', 'p_{0,14}'], ['p_{0,12}', 'p_{0,14}']),
139, (['p_{0,12}', 'p_{0,15}'], ['p_{0,12}', 'p_{0,15}']),
140, (['p_{0,12}', 'p_{0,16}'], ['p_{0,12}', 'p_{0,16}']),
141, (['p_{0,8}', 'p_{0,12}'], ['p_{0,8}', 'p_{0,12}']),
142, (['p_{0,9}', 'p_{0,12}'], ['p_{0,9}', 'p_{0,12}']),
143, (['Butadien', 'p_{0,12}'], ['Butadien', 'p_{0,12}']),
144, (['p_{0,10}', 'p_{0,12}'], ['p_{0,10}', 'p_{0,12}']),
145, (['p_{0,0}', 'p_{0,12}'], ['p_{0,0}', 'p_{0,12}']),
146, (['p_{0,1}', 'p_{0,12}'], ['p_{0,1}', 'p_{0,12}']),
147, (['p_{0,2}', 'p_{0,12}'], ['p_{0,2}', 'p_{0,12}']),
148, (['p_{0,3}', 'p_{0,12}'], ['p_{0,3}', 'p_{0,12}']),
149, (['p_{0,4}', 'p_{0,12}'], ['p_{0,4}', 'p_{0,12}']),
150, (['p_{0,5}', 'p_{0,12}'], ['p_{0,5}', 'p_{0,12}']),
151, (['p_{0,6}', 'p_{0,12}'], ['p_{0,6}', 'p_{0,12}']),
152, (['p_{0,13}', 'p_{0,13}'], ['p_{0,13}', 'p_{0,13}']),
153, (['Butadien', 'p_{0,13}'], ['p_{0,1}', 'p_{0,6}']),
154, (['Butadien', 'p_{0,13}'], ['Butadien', 'p_{0,13}']),
155, (['p_{0,0}', 'p_{0,13}'], ['Butadien', 'p_{0,6}']),
156, (['p_{0,1}', 'p_{0,13}'], ['p_{0,1}', 'p_{0,13}']),
157, (['p_{0,1}', 'p_{0,13}'], ['p_{0,4}', 'p_{0,6}']),
158, (['p_{0,2}', 'p_{0,13}'], ['p_{0,5}', 'p_{0,6}']),
159, (['p_{0,4}', 'p_{0,13}'], ['p_{0,4}', 'p_{0,13}']),
160, (['p_{0,5}', 'p_{0,13}'], ['p_{0,5}', 'p_{0,13}']),
161, (['p_{0,6}', 'p_{0,13}'], ['p_{0,6}', 'p_{0,13}']),
162, (['p_{0,13}', 'p_{0,14}'], ['p_{0,13}', 'p_{0,14}']),
163, (['p_{0,13}', 'p_{0,15}'], ['p_{0,13}', 'p_{0,15}']),
164, (['p_{0,13}', 'p_{0,16}'], ['p_{0,13}', 'p_{0,16}']),
165, (['p_{0,8}', 'p_{0,13}'], ['p_{0,8}', 'p_{0,13}']),
166, (['p_{0,9}', 'p_{0,13}'], ['p_{0,9}', 'p_{0,13}']),
167, (['p_{0,10}', 'p_{0,13}'], ['p_{0,10}', 'p_{0,13}']),
168, (['p_{0,0}', 'p_{0,13}'], ['p_{0,0}', 'p_{0,13}']),
169, (['p_{0,2}', 'p_{0,13}'], ['p_{0,2}', 'p_{0,13}']),
170, (['p_{0,3}', 'p_{0,13}'], ['p_{0,3}', 'p_{0,13}']),
171, (['p_{0,14}', 'p_{0,14}'], ['p_{0,14}', 'p_{0,14}']),
172, (['p_{0,14}', 'p_{0,15}'], ['p_{0,14}', 'p_{0,15}']),
173, (['p_{0,14}', 'p_{0,16}'], ['p_{0,14}', 'p_{0,16}']),
174, (['p_{0,8}', 'p_{0,14}'], ['p_{0,8}', 'p_{0,14}']),
175, (['p_{0,9}', 'p_{0,14}'], ['p_{0,9}', 'p_{0,14}']),
176, (['Butadien', 'p_{0,14}'], ['Butadien', 'p_{0,14}']),
177, (['p_{0,10}', 'p_{0,14}'], ['p_{0,10}', 'p_{0,14}']),
178, (['p_{0,0}', 'p_{0,14}'], ['p_{0,0}', 'p_{0,14}']),
179, (['p_{0,1}', 'p_{0,14}'], ['p_{0,1}', 'p_{0,14}']),
180, (['p_{0,2}', 'p_{0,14}'], ['p_{0,2}', 'p_{0,14}']),
181, (['p_{0,3}', 'p_{0,14}'], ['p_{0,3}', 'p_{0,14}']),
182, (['p_{0,4}', 'p_{0,14}'], ['p_{0,4}', 'p_{0,14}']),
183, (['p_{0,5}', 'p_{0,14}'], ['p_{0,5}', 'p_{0,14}']),
184, (['p_{0,6}', 'p_{0,14}'], ['p_{0,6}', 'p_{0,14}']),
185, (['p_{0,15}', 'p_{0,15}'], ['p_{0,15}', 'p_{0,15}']),
186, (['p_{0,15}', 'p_{0,16}'], ['p_{0,15}', 'p_{0,16}']),
187, (['p_{0,8}', 'p_{0,15}'], ['p_{0,8}', 'p_{0,15}']),
188, (['p_{0,9}', 'p_{0,15}'], ['p_{0,9}', 'p_{0,15}']),
189, (['Butadien', 'p_{0,15}'], ['Butadien', 'p_{0,15}']),
190, (['p_{0,10}', 'p_{0,15}'], ['p_{0,10}', 'p_{0,15}']),
191, (['p_{0,0}', 'p_{0,15}'], ['p_{0,0}', 'p_{0,15}']),
192, (['p_{0,1}', 'p_{0,15}'], ['p_{0,1}', 'p_{0,15}']),
193, (['p_{0,2}', 'p_{0,15}'], ['p_{0,2}', 'p_{0,15}']),
194, (['p_{0,3}', 'p_{0,15}'], ['p_{0,3}', 'p_{0,15}']),
195, (['p_{0,4}', 'p_{0,15}'], ['p_{0,4}', 'p_{0,15}']),
196, (['p_{0,5}', 'p_{0,15}'], ['p_{0,5}', 'p_{0,15}']),
197, (['p_{0,6}', 'p_{0,15}'], ['p_{0,6}', 'p_{0,15}']),
198, (['p_{0,16}', 'p_{0,16}'], ['p_{0,16}', 'p_{0,16}']),
199, (['p_{0,8}', 'p_{0,16}'], ['p_{0,8}', 'p_{0,16}']),
200, (['p_{0,9}', 'p_{0,16}'], ['p_{0,9}', 'p_{0,16}']),
201, (['Butadien', 'p_{0,16}'], ['Butadien', 'p_{0,16}']),
202, (['p_{0,10}', 'p_{0,16}'], ['p_{0,10}', 'p_{0,16}']),
203, (['p_{0,0}', 'p_{0,16}'], ['p_{0,0}', 'p_{0,16}']),
204, (['p_{0,1}', 'p_{0,16}'], ['p_{0,1}', 'p_{0,16}']),
205, (['p_{0,2}', 'p_{0,16}'], ['p_{0,2}', 'p_{0,16}']),
206, (['p_{0,3}', 'p_{0,16}'], ['p_{0,3}', 'p_{0,16}']),
207, (['p_{0,4}', 'p_{0,16}'], ['p_{0,4}', 'p_{0,16}']),
208, (['p_{0,5}', 'p_{0,16}'], ['p_{0,5}', 'p_{0,16}']),
209, (['p_{0,6}', 'p_{0,16}'], ['p_{0,6}', 'p_{0,16}']),
211, (['Butadien', 'p_{0,11}'], ['p_{0,18}']),
8, (['p_{0,1}'], ['p_{0,1}']),
39, (['p_{0,3}'], ['p_{0,3}']),
40, (['p_{0,4}'], ['p_{0,4}']),
44, (['p_{0,5}'], ['p_{0,12}']),
45, (['p_{0,5}'], ['p_{0,5}']),
46, (['p_{0,6}'], ['p_{0,6}']),
47, (['p_{0,8}'], ['p_{0,8}']),
48, (['p_{0,9}'], ['p_{0,9}']),
49, (['p_{0,10}'], ['p_{0,10}']),
126, (['p_{0,11}'], ['p_{0,11}']),
127, (['p_{0,12}'], ['p_{0,5}']),
128, (['p_{0,12}'], ['p_{0,12}']),
129, (['p_{0,13}'], ['p_{0,13}']),
131, (['p_{0,14}'], ['p_{0,14}']),
133, (['p_{0,15}'], ['p_{0,15}']),
134, (['p_{0,16}'], ['p_{0,16}']),
212, (['p_{0,18}'], ['p_{0,18}']),
}
VERTICES = ['Butadien', 'p_{0,0}', 'p_{0,1}', 'p_{0,2}', 'p_{0,3}', 'p_{0,4}', 'p_{0,5}', 'p_{0,6}', 'p_{0,7}', 'p_{0,8}', 'p_{0,9}', 'p_{0,10}', 'p_{0,11}', 'p_{0,12}', 'p_{0,13}', 'p_{0,14}', 'p_{0,15}', 'p_{0,16}', 'p_{0,17}', 'p_{0,18}']
@@ -193,17 +209,31 @@ FIXED_FLOWS = {
#1: 1,
}
def build_model(name, hyperedges, vertices, nmrlikelihoods, excluded_support=None):
def build_model(name, hyperedges, vertices, nmrlikelihoods1, nmrlikelihoods2, nmrlikelihoods3, excluded_support=None):
model = Model(name)
x = {e_id: model.addVar(vtype=GRB.INTEGER, lb = 0, name = f"x_{e_id}") for e_id in hyperedges}
b = {e_id: model.addVar(vtype=GRB.BINARY, name = f"b_{e_id}") for e_id in hyperedges}
n1 = model.addVars(vertices, vtype=GRB.CONTINUOUS, lb = 0.0, ub = 2.0, name = "nmr1")
n2 = model.addVars(vertices, vtype=GRB.CONTINUOUS, lb = 0.0, ub = 2.0, name = "nmr2")
n3 = model.addVars(vertices, vtype=GRB.CONTINUOUS, lb = 0.0, ub = 2.0, name = "nmr3")
n1 = model.addVars(vertices, vtype=GRB.CONTINUOUS, lb = 0.0, ub = 1.0, name = "nmr1")
n2 = model.addVars(vertices, vtype=GRB.CONTINUOUS, lb = 0.0, ub = 1.0, name = "nmr2")
n3 = model.addVars(vertices, vtype=GRB.CONTINUOUS, lb = 0.0, ub = 1.0, name = "nmr3")
en1 = model.addVars(vertices, vtype=GRB.CONTINUOUS, lb = 0.0, ub = 2.0, name = "edgenmr1")
en2 = model.addVars(vertices, vtype=GRB.CONTINUOUS, lb = 0.0, ub = 2.0, name = "edgenmr2")
en3 = model.addVars(vertices, vtype=GRB.CONTINUOUS, lb = 0.0, ub = 2.0, name = "edgenmr3")
for v, nmr in zip(vertices, nmrlikelihoods):
n[v] = nmr
#Assigns every Molecule the likelihood compared to the three different reference spectra
for v, nmr1, nmr2, nmr3 in zip(vertices, nmrlikelihoods1, nmrlikelihoods2, nmrlikelihoods3):
n1[v] = nmr1
n2[v] = nmr2
n3[v] = nmr3
#Assigns the edges a likelihood based on the products
for e, (_, heads) in hyperedges.items():
en1[e] = quicksum(n1[head] for head in heads)
en2[e] = quicksum(n2[head] for head in heads)
en3[e] = quicksum(n3[head] for head in heads)
print(en1[7])
vertices = set(v for tails, heads in hyperedges.values() for v in tails + heads)
@@ -264,7 +294,7 @@ def print_solution(title, flow_solution, binary_solution, hyperedges):
print(f"Number of used hyperedges: {len(binary_solution)}")
def main():
model, x, b = build_model("HypergraphFlow", HYPEREDGES, VERTICES, NMRLIKELYHOODS)
model, x, b = build_model("HypergraphFlow", HYPEREDGES, VERTICES, NMR1, NMR2, NMR3)
model.optimize()
if model.status != GRB.Status.OPTIMAL:
print("No optimal solution found for the first model.")