Advances in Civil Engineering

Research Article

Optimization in Construction Management Using Adaptive Opposition Slime Mould Algorithm

Table 5

Result Pareto-optimal solutions for case 1.


No.	Pareto-optimal of projects	PCT	PCC	PQI	PSR	Gant

1	[1, 1, 2, 2, 2, 3, 2, 3, 4, 3, 2, 2, 1]	160	795589.00	0.869	200.76	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
2	[1, 1, 2, 2, 2, 3, 2, 3, 4, 3, 1, 2, 2]	161	757640.73	0.864	202.99	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
3	[1, 1, 2, 1, 2, 3, 2, 3, 4, 3, 2, 2, 2]	162	749242.54	0.876	202.51	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
4	[1, 1, 1, 2, 2, 3, 2, 3, 4, 2, 1, 2, 2]	163	771259.32	0.880	200.14	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
5	[1, 1, 1, 2, 2, 3, 2, 3, 4, 3, 1, 2, 2]	163	756147.06	0.878	200.74	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
6	[1, 1, 2, 1, 2, 3, 2, 3, 4, 1, 2, 2, 1]	164	783758.49	0.880	197.87	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 10]
7	[1, 1, 1, 1, 2, 3, 2, 3, 4, 2, 1, 2, 2]	164	771231.13	0.890	198.38	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
8	[1, 1, 1, 1, 2, 3, 2, 3, 4, 3, 1, 2, 2]	164	756118.87	0.888	198.38	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
9	[1, 1, 1, 2, 2, 3, 2, 3, 4, 1, 1, 2, 1]	165	790663.01	0.882	196.10	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 10]
10	[1, 1, 1, 2, 2, 3, 2, 3, 2, 3, 2, 2, 1]	166	790774.01	0.884	197.23	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
11	[1, 1, 2, 2, 2, 3, 2, 1, 4, 3, 1, 2, 1]	167	712485.50	0.862	198.46	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
12	[1, 1, 2, 1, 2, 3, 2, 1, 4, 3, 2, 2, 1]	168	704087.31	0.874	200.98	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
13	[1, 1, 2, 1, 2, 3, 2, 1, 4, 2, 1, 2, 2]	169	681250.90	0.870	203.67	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
14	[1, 1, 2, 2, 2, 3, 2, 3, 4, 1, 1, 1, 1]	170	649341.96	0.865	196.70	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
15	[1, 1, 2, 1, 2, 3, 2, 3, 4, 1, 2, 1, 1]	171	640943.40	0.877	196.47	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
16	[1, 1, 2, 1, 2, 3, 2, 3, 4, 1, 2, 1, 2]	172	594625.10	0.875	200.79	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
17	[1, 1, 1, 2, 2, 3, 2, 3, 4, 1, 2, 1, 2]	173	593159.62	0.879	198.91	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
18	[1, 1, 1, 1, 2, 3, 2, 3, 4, 1, 2, 1, 2]	174	593131.43	0.889	198.55	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
19	[1, 1, 2, 2, 2, 3, 2, 3, 2, 1, 2, 1, 2]	175	591331.57	0.865	198.33	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
20	[1, 1, 2, 1, 2, 3, 2, 3, 2, 1, 2, 1, 2]	176	591303.38	0.875	199.96	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
21	[1, 1, 1, 1, 2, 3, 2, 3, 2, 1, 1, 1, 1]	177	644498.38	0.910	191.27	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
22	[1, 1, 2, 1, 2, 3, 2, 1, 4, 1, 2, 1, 1]	178	549469.50	0.869	199.24	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
23	[1, 1, 1, 1, 2, 1, 2, 3, 2, 1, 2, 2, 1]	179	768755.00	0.917	191.89	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 10]
24	[1, 1, 1, 1, 2, 3, 2, 1, 4, 1, 2, 1, 1]	180	547975.80	0.900	197.14	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
25	[1, 1, 1, 1, 2, 3, 2, 1, 4, 1, 2, 1, 2]	181	501657.20	0.900	203.36	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
26	[1, 1, 1, 1, 2, 1, 2, 3, 4, 1, 2, 1, 1]	182	629262.00	0.909	190.17	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
27	[1, 1, 1, 2, 2, 3, 1, 3, 4, 1, 1, 1, 1]	183	650734.75	0.885	189.05	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
28	[1, 1, 1, 1, 2, 3, 1, 3, 4, 1, 2, 1, 1]	184	642336.56	0.897	188.57	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
29	[1, 1, 1, 1, 2, 3, 1, 3, 4, 1, 2, 1, 2]	185	596017.89	0.895	193.14	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
30	[1, 1, 1, 1, 2, 1, 2, 3, 2, 1, 2, 1, 1]	186	625940.69	0.895	190.28	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
31	[1, 2, 2, 2, 2, 1, 2, 1, 4, 1, 2, 1, 2]	187	492801.80	0.819	207.23	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
32	[1, 1, 1, 1, 2, 2, 2, 1, 4, 1, 2, 1, 2]	187	493690.97	0.885	200.98	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
33	[1, 1, 2, 1, 2, 1, 2, 1, 4, 1, 2, 1, 2]	188	492963.51	0.872	200.96	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
34	[1, 1, 1, 2, 2, 1, 2, 1, 4, 1, 2, 1, 2]	189	491498.03	0.877	199.08	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
35	[1, 1, 1, 1, 2, 1, 2, 1, 4, 1, 1, 1, 2]	190	499839.84	0.884	196.83	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
36	[1, 1, 1, 2, 2, 1, 1, 3, 4, 3, 2, 1, 1]	192	643979.40	0.909	188.67	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
37	[1, 1, 1, 1, 2, 1, 1, 3, 4, 1, 1, 1, 1]	193	640518.87	0.913	183.81	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
38	[1, 1, 1, 1, 2, 3, 1, 1, 2, 1, 1, 1, 1]	195	555910.94	0.907	188.90	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
39	[1, 1, 1, 1, 2, 2, 1, 1, 4, 1, 1, 1, 1]	197	551266.10	0.907	189.11	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
40	[1, 1, 1, 1, 2, 2, 1, 1, 2, 1, 1, 1, 1]	201	547944.38	0.907	188.29	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
41	[1, 1, 2, 1, 2, 1, 1, 1, 2, 1, 1, 1, 1]	202	547216.92	0.895	188.27	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
42	[1, 1, 2, 1, 2, 1, 2, 1, 3, 1, 2, 1, 2]	203	487310.30	0.869	198.11	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
43	[1, 1, 1, 2, 2, 1, 1, 1, 2, 1, 2, 1, 2]	204	491062.77	0.899	193.85	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
44	[1, 1, 1, 2, 2, 1, 1, 3, 3, 1, 1, 1, 1]	207	634894.24	0.902	182.00	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
45	[1, 1, 1, 2, 2, 1, 1, 1, 3, 1, 2, 1, 1]	214	535050.34	0.900	186.93	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
46	[1, 1, 1, 2, 2, 1, 1, 1, 3, 1, 1, 1, 2]	215	497101.67	0.894	189.61	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
47	[1, 1, 1, 1, 2, 1, 1, 2, 3, 1, 1, 1, 1]	226	582729.57	0.909	182.40	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]
48	[1, 1, 1, 1, 2, 1, 1, 2, 3, 3, 2, 1, 1]	226	586161.90	0.909	184.85	[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 13, 12]