Analysis of the Mechanical Behaviour of Asphalt Concretes Using Artificial Neural Networks

Table 10

ANN coefficients for the Marshall quotient prediction model.

ξ	Neurons	ANN coefficients
		φ	α	β	γ	δ	ε	ζ	η	θ
44.71	1	19.58	1.48	2.02	−0.22	0.00	−0.17	−3.89	−2.57	1.59
	2	−4.70	−9.24	−2.39	−0.19	0.89	0.00	−2.07	−1.52	4.19
	3	−0.78	40.84	−3.64	−0.11	−0.20	−0.19	9.28	−1.77	−2.44
	4	−7.96	−42.51	5.98	0.17	−0.09	−0.08	−0.67	−2.79	5.66
	5	−1.53	−35.96	4.65	−0.48	−0.09	0.07	−7.57	4.85	2.89
	6	4.27	−42.21	2.10	−0.30	0.35	0.03	14.17	4.42	1.91
	7	−0.79	13.57	1.02	−0.14	−0.29	−0.25	−2.19	6.67	−1.45
	8	−3.73	22.45	−2.62	−0.66	−0.10	−0.10	−1.97	−5.24	3.55
	9	1.81	−3.00	0.50	−0.10	0.26	0.16	2.23	−3.70	−2.68
	10	6.95	−4.93	1.01	0.73	−0.01	−0.06	−4.69	−6.15	5.16