Table 2 The values are set for the control parameters of the competitor algorithms.
From: Learning cooking algorithm for solving global optimization problems
\(\text {Algorithm}\) | \(\text {Parameter}\) | \(\text {Value}\) |
|---|---|---|
\({\text {PSO}}\) | Cognitive constant (C1) | 1.5 |
Social constant (C2) | 2 | |
Local constant (W) | 0.3 | |
\({\text {TSA}}\) | Parameter \(P_{min}\) | 1 |
Parameter \(P_{max}\) | 4 | |
\({\text {SSA}}\) | Leader position update probability | 0.5 |
\({\text {MVO}}\) | Wormhole existence probability (WEP) | \(WEP\_Max\) = 1, \(WEP\_Min\) = 0.2 |
\({\text {GWO}}\) | l is a random number | \([- 1, 1]\) |
r is a random vector | [0, 1] | |
Convergence parameter (a) | Linear reduction from 2 to 0 | |
\({\text {WOA}}\) | l is a random number | [– 1, 1] |
r is a random vector | [0, 1] | |
Convergence parameter (a) | Linear reduction from 2 to 0 | |
\({\text {GJO}}\) | Constant value | \(c_{1} = 1.5\) |
Energy of the prey | \(E_{1}\) is linearly decreased from 1.5 to 0 | |
\({\text {CMAES}}\) | Number of parents | \(\mu \)= \(\lfloor N/2 \rfloor \) |
Step size | \(\alpha \)=2 | |
\({\text {LSHADE}}\) | Pbest rate | 0.11 |
Arc rate | 1.4 | |
Memory size | 5 | |
\({\text {IGWO}}\) | l is a random number | \([- 1,1]\) |
r is a random vector | [0, 1] | |
Convergence parameter (a) | Linear reduction from 2 to 0 | |
\({\text {MWOA}}\) | l is a random number | [– 1,1] |
r is a random vector | [0, 1] | |
Convergence parameter (a) | Linear reduction from 2 to 0 | |
\({\text {TLBO}}\) | Teacher factor | [1, 2] |
Random number | [0, 1] | |
\({\text {MTBO}}\) | The scaling factors | \(Li=(0.25+0.25*rand) \) |
\(Ai=(0.75+0.25*rand) \) | ||
\(Mi=(0.75+0.25*rand) \) | ||
\({\text {BWO}}\) | The probability of whale fall decreased at the interval \(W_{f}\) | [0.1, 0.05] |
\({\text {HHO}}\) | Probability thresholds of escaping, escaping energy | 0.5, 0.5 |
\({\text {MGO}}\) | The population size | \(N=30\) |
Maximum number of iterations | \(T=1000\) | |
\({\text {SCSO}}\) | Sensitivity range \((r_{G})\) | [2, 0] |
Phases control range (R) | \([- 2{r}_{G}, 2{r}_{G}]\) |
