Research Article

A Binary Cuckoo Search Big Data Algorithm Applied to Large-Scale Crew Scheduling Problems

Table 3

Average result by problem type of dataset OR-Library.

InstanceBest knownBCSBA (5)BCSBA (10)BCSBA (20)BCSBA (50)BCSBA (100)BCSBA (500)

4510514.1513.3511.6510.9510.9510.9
5257.3259.5258.8258.1257.6257.6257.6
6144.2145.1144.9144.7144.5144.5144.5
A241.4243.4243.2243.0242.9242.8242.8
B75.275.475.275.275.275.275.2
C224.6227.7226.3226.1225.6225.6225.6
D64.265.365.164.964.764.764.6
E28.428.828.628.528.528.528.5
F1414.514.414.214.214.214.2
G166.4173.2172.4171.6168.1168.1168.0
H59.464.963.463.160.760.860.7
Average162.28164.72163.87163.73162.99162.99162.96
valueā€‰ā€‰2.1e-41.5e-53.5e-72.7e-73.1e-08