Evolutionary Model and Simulation Research of Collaborative Innovation Network: A Case Study of Artificial Intelligence Industry

Table 1

The network topology structure parameter values.

The network topology structure parameter	t=10		t=40		t=100		t=150
	m	std	m	std	m	std	m	std
Average path length (L)	12.1199	1.3782	12.4769	1.4366	12.0371	1.0728	8.4181	1.8947
Average clustering coefficient (C)	0.4852	0.0249	0.3954	0.0326	0.4159	0.0338	0.3900	0.0267
Small-world Q (SW)	0.0406	0.0056	0.0320	0.0038	0.0348	0.0044	0.0494	0.0146
Relatively small-world Q (RSW)	3.3741	0.4667	2.6592	0.3133	2.8942	0.3640	4.1030	1.2131

Notes: m(mean values)/std(standard deviation): repeat 10 times independent simulation operations to calculate the mean and standard deviation of all the parameters at the given time in the ten simulation results.According to the literature [33], the RSW calculation formula is L_random=,C_random=k/n.