Table 2 Optimization Values for PSO, Cuckoo Search, BFO and ABC Techniques
S/N | BFO parameters names | BFO values | Cuckoo parameters names | Cuckoo search values | ABC parameters names | ABC values | PSO parameters names | PSO values |
|---|---|---|---|---|---|---|---|---|
1 | Number of Bacteria | 20 | nPar | 100 | Dimension | 4 | Acceleration Const. 1 | 2 |
2 | Maximum number of steps, N | 10 | Varlo | − 5 | Number of Runs | 20 | Acceleration Const. 2 | 2 |
3 | Maximum Number of Chemotactic steps | 20 | Number of Population | 10 | Number of population | 20 | Max. Velocity | 4 |
4 | Number of chemotactic steps, Nc | 10 | VarHi | 5 | Food Number | 10 | Number of Population | 24 |
5 | Number of reproduction Steps Nre | 20 | nC | 5 | Limit | 100 | Limit | 100 |
6 | Number of Elimination Dispersal Steps Ned | 100 | Max Cycle | 100 | Max Cycle | 100 | maxCycle | 2000 |
7 | Probability, Ped | 0.9 | Min Egg | 2 | Ub (Upper Bound) | 50 | Number of Runs | 150 |
8 | Size of Step, C(i) | 0.01 | Max Egg | 4 | Lb (Lower Bound) | 1 | Initial weight | 0.9 |
9 | N0. Clusters | 1 | Final weight | 0.4 | ||||
10 | Lambda | 9 | ||||||
11 | Control of Egg | 5 |