Algorithm . | Parameters . |
---|---|
PSO | Learning coefficient 1(personal): 1.5, Learning coefficient 2(global): 2.0, Inertia weight: 1.0 |
BBO | Mutation rate: 0.1, Keep coefficient: 0.2, Alpha: 0.9 |
DA | Dragonfly population size: 20 |
GA | Selection pressure rate: 5, Mutation rate: 0.8, Crossover rate: 0.4 |
GOA | Grasshopper population size: 20, |$cMin$|: 0.00004, |$cMax$|: 1 |
MFO | Moth-flames population size: 20 |
FA | Initial attraction rate: 2.0, Light absorption rate: 1.0, Mutation rate damping: 0.98, Mutation rate: 0.2 |
ALO | Antlion population size: 20 |
IALOT | Antlion population size: 20, random walk value: Max_Iter/5 |
AVOA | Alpha: 0.8, Betha: 0.2, Gamma:2.5, P1: 0.6, P2: 0.4, P3: 0.6 |
QEMAVOA | Alpha: 0.8, Betha: 0.2, Gamma:2.5, P1: 0.6, P2: 0.4, P3: 0.6, theta_ub:2π, theta_lb:0, Personal Learning coefficient: 2.05, Global Learning coefficient: 2.05, Inertia weight: 0.8 |
Algorithm . | Parameters . |
---|---|
PSO | Learning coefficient 1(personal): 1.5, Learning coefficient 2(global): 2.0, Inertia weight: 1.0 |
BBO | Mutation rate: 0.1, Keep coefficient: 0.2, Alpha: 0.9 |
DA | Dragonfly population size: 20 |
GA | Selection pressure rate: 5, Mutation rate: 0.8, Crossover rate: 0.4 |
GOA | Grasshopper population size: 20, |$cMin$|: 0.00004, |$cMax$|: 1 |
MFO | Moth-flames population size: 20 |
FA | Initial attraction rate: 2.0, Light absorption rate: 1.0, Mutation rate damping: 0.98, Mutation rate: 0.2 |
ALO | Antlion population size: 20 |
IALOT | Antlion population size: 20, random walk value: Max_Iter/5 |
AVOA | Alpha: 0.8, Betha: 0.2, Gamma:2.5, P1: 0.6, P2: 0.4, P3: 0.6 |
QEMAVOA | Alpha: 0.8, Betha: 0.2, Gamma:2.5, P1: 0.6, P2: 0.4, P3: 0.6, theta_ub:2π, theta_lb:0, Personal Learning coefficient: 2.05, Global Learning coefficient: 2.05, Inertia weight: 0.8 |
Algorithm . | Parameters . |
---|---|
PSO | Learning coefficient 1(personal): 1.5, Learning coefficient 2(global): 2.0, Inertia weight: 1.0 |
BBO | Mutation rate: 0.1, Keep coefficient: 0.2, Alpha: 0.9 |
DA | Dragonfly population size: 20 |
GA | Selection pressure rate: 5, Mutation rate: 0.8, Crossover rate: 0.4 |
GOA | Grasshopper population size: 20, |$cMin$|: 0.00004, |$cMax$|: 1 |
MFO | Moth-flames population size: 20 |
FA | Initial attraction rate: 2.0, Light absorption rate: 1.0, Mutation rate damping: 0.98, Mutation rate: 0.2 |
ALO | Antlion population size: 20 |
IALOT | Antlion population size: 20, random walk value: Max_Iter/5 |
AVOA | Alpha: 0.8, Betha: 0.2, Gamma:2.5, P1: 0.6, P2: 0.4, P3: 0.6 |
QEMAVOA | Alpha: 0.8, Betha: 0.2, Gamma:2.5, P1: 0.6, P2: 0.4, P3: 0.6, theta_ub:2π, theta_lb:0, Personal Learning coefficient: 2.05, Global Learning coefficient: 2.05, Inertia weight: 0.8 |
Algorithm . | Parameters . |
---|---|
PSO | Learning coefficient 1(personal): 1.5, Learning coefficient 2(global): 2.0, Inertia weight: 1.0 |
BBO | Mutation rate: 0.1, Keep coefficient: 0.2, Alpha: 0.9 |
DA | Dragonfly population size: 20 |
GA | Selection pressure rate: 5, Mutation rate: 0.8, Crossover rate: 0.4 |
GOA | Grasshopper population size: 20, |$cMin$|: 0.00004, |$cMax$|: 1 |
MFO | Moth-flames population size: 20 |
FA | Initial attraction rate: 2.0, Light absorption rate: 1.0, Mutation rate damping: 0.98, Mutation rate: 0.2 |
ALO | Antlion population size: 20 |
IALOT | Antlion population size: 20, random walk value: Max_Iter/5 |
AVOA | Alpha: 0.8, Betha: 0.2, Gamma:2.5, P1: 0.6, P2: 0.4, P3: 0.6 |
QEMAVOA | Alpha: 0.8, Betha: 0.2, Gamma:2.5, P1: 0.6, P2: 0.4, P3: 0.6, theta_ub:2π, theta_lb:0, Personal Learning coefficient: 2.05, Global Learning coefficient: 2.05, Inertia weight: 0.8 |
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