Innovative Approach in Modeling Business Processes with a Focus on Improving the Allocation of Human Resources

Table 4

Comparing different algorithm strategies (MLE method).

Scenario	Algorithm	Number of iterations	Best solution
Scenario 1	DE-1	66	[3 9 7 9 5 5 2]
	DE-2	73	[3 9 7 9 5 5 2]
	DE-3	20	[3 9 7 9 5 5 2]
	DE-4	28	[3 9 7 9 5 5 2]
	DE-5	46	[3 9 7 9 5 5 2]
	IDE	15	[3 9 7 9 5 5 2]
Scenario 2	DE-1	31	[3 10 7 9 5 5 2]
	DE-2	40	[3 10 7 9 5 5 2]
	DE-3	17	[3 10 7 9 5 5 2]
	DE-4	19	[3 10 7 9 5 5 2]
	DE-5	31	[3 10 7 9 5 5 2]
	IDE	11	[3 10 7 9 5 5 2]
Scenario 3	DE-1	38	[3 9 7 9 5 5 1]
	DE-2	46	[3 9 7 9 5 5 1]
	DE-3	17	[3 9 7 9 5 5 1]
	DE-4	19	[3 9 7 9 5 5 1]
	DE-5	37	[3 9 7 9 5 5 1]
	IDE	16	[3 9 7 9 5 5 1]
Scenario 4	DE-1	29	[3 10 7 9 5 5 1]
	DE-2	41	[3 10 7 9 5 5 1]
	DE-3	15	[3 10 7 9 5 5 1]
	DE-4	17	[3 10 7 9 5 5 1]
	DE-5	26	[3 10 7 9 5 5 1]
	IDE	10	[3 10 7 9 5 5 1]