Research Article

An Improved Particle Swarm Optimization for Selective Single Machine Scheduling with Sequence Dependent Setup Costs and Downstream Demands

Table 4

Comparison results for the effectiveness of elite solution pool in PSO.

PSOglobalbestPSOadaptiveVNS
Gap (%)CPU (s)Gap (%)CPU (s)

3500.0010.160.0012.74
800.0663.540.0671.35
1000.46150.000.46150.00
1200.41180.000.41180.00
1501.37225.001.34225.00
2002.73300.002.69300.00

5500.0019.050.0022.06
800.17200.000.17200.00
1000.62250.000.62250.00
1201.19300.001.15300.00
1501.66375.001.66375.00
2003.42500.003.34500.00

7500.0221.970.0224.86
800.86280.000.86280.00
1001.34350.001.34350.00
1201.33420.001.31420.00
1502.07525.001.97525.00
2004.27700.004.18700.00