Prediction of Compressive Strength of Concrete Using Artificial Neural Network and Genetic Programming

Table 3

Details of proportions for concrete mixes with 0.15 fly ash replacement.

S. number	Mix designation	W/CM ratio	Mix proportions; (C : FA : sand : CA)	Cement content (C); kg/m^3	Fly ash content (FA); kg/m^3
1	MDF-1	0.45	1 : 0.15 : 1.10 : 2.70	400.00	60.00
2	MDF-2	0.42	1 : 0.15 : 0.98 : 2.46	425.00	63.75
3	MDF-3	0.45	1 : 0.15 : 1.09 : 2.68	425.00	63.75
4	MDF-4	0.47	1 : 0.15 : 1.28 : 2.58	425.00	63.75
5	MDF-5	0.42	1 : 0.15 : 0.98 : 2.45	450.00	67.50
6	MDF-6	0.44	1 : 0.15 : 1.14 : 2.35	450.00	67.50
7	MDF-7	0.47	1 : 0.15 : 1.25 : 2.54	450.00	67.50
8	MDF-8	0.42	1 : 0.15 : 1.05 : 2.19	475.00	71.25
9	MDF-9	0.44	1 : 0.15 : 1.19 : 2.46	475.00	71.25
10	MDF-10	0.45	1 : 0.15 : 1.09 : 2.68	425.00	63.75
11	MDF-11	0.47	1 : 0.15 : 1.28 : 2.58	425.00	63.75
12	MDF-12	0.42	1 : 0.15 : 0.98 : 2.45	450.00	67.50
13	MDF-13	0.44	1 : 0.15 : 1.14 : 2.35	450.00	67.50
14	MDF-14	0.47	1 : 0.15 : 1.25 : 2.54	450.00	67.50
15	MDF-15	0.49	1 : 0.15 : 1.37 : 2.73	450.00	67.50
16	MDF-16	0.42	1 : 0.15 : 1.05 : 2.19	475.00	71.25
17	MDF-17	0.44	1 : 0.15 : 1.19 : 2.46	475.00	71.25
18	MDF-18	0.46	1 : 0.15 : 1.23 : 2.51	475.00	71.25
19	MDF-19	0.47	1 : 0.15 : 1.19 : 2.03	425.00	63.75
20	MDF-20	0.44	1 : 0.15 : 1.07 : 1.86	450.00	67.50
21	MDF-21	0.47	1 : 0.15 : 1.17 : 2.00	450.00	67.50
22	MDF-22	0.49	1 : 0.15 : 1.29 : 1.86	450.00	67.50
23	MDF-23	0.51	1 : 0.15 : 1.39 : 1.98	450.00	67.50
24	MDF-24	0.42	1 : 0.15 : 0.95 : 1.68	475.00	71.25
25	MDF-25	0.44	1 : 0.15 : 1.06 : 1.84	475.00	71.25
26	MDF-26	0.46	1 : 0.15 : 1.17 : 1.72	475.00	71.25
27	MDF-27	0.48	1 : 0.15 : 1.26 : 1.83	475.00	71.25