mQSO(1)
mQSO(1)
AbEC - mQSO

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[~]$ The algorithm

 
The multi Quantum Swarm Optimization (mQSO)  is a variant of the classical PSO algorithm,
developed by Blackwell and Branke to specifically cope with Dynamic Optimization Problems (DOP's)[REF].



If you want to know more about it, please come here.

Below the configuration files to run the mQSO using the framework.



[~]$ Configuration files

 

> algoConfig.ini
> [ file ]



{

"__COMMENT__": "BASIC CONFIGURATION",

"ALGORITHM": "mQSO", -> Configure the name

"POPSIZE": 10,-> Set the population size

"MIN_POS": 0,-> Set the min value in the search space

"MAX_POS": 100,-> Set the max value in the search space

"__COMMENT__": "OPTIMIZER CONFIGURATION",

"GA_POP_PERC": 0,

"GA_ELI_PERC": 0.2,

"GA_CROSS_PERC": 1,

"GA_MUT_PERC": 0.1,

"GA_MUT_STD": 1,

"GA_ENCODER": 0,

"GA_INDSIZE": 16,

"PSO_POP_PERC": 0.5,-> Set half of the population to perform PSO

"PSO_PHI1": 2.05,-> Set the σ1 hyper-parameter in 2.05

"PSO_PHI2": 2.05,-> Set the σ1 hyper-parameter in 2.05

"PSO_W": 0.729,-> Set the ω hyper-parameter in 0.729

"PSO_MIN_VEL": -100,-> Set the min speed of a individual in -100

"PSO_MAX_VEL": 100,-> Set the max speed of a individual in 100

"DE_POP_PERC": 0,

"DE_F": 0.5,

"DE_CR": 0.7,

"ES_POP_PERC": 0.5,-> Set half of the population to perform ES

"ES_RCLOUD": 1,-> Set the radio of exploration in 1

"__COMMENT__": "COMPONENTS CONFIGURATION",

"COMP_CHANGE_DETECT": 1,-> Enable the change detect component

"COMP_CHANGE_DETECT_MODE": 0,-> Set the mode of change detection in external trigger

"COMP_MULTIPOP": 1,-> Enable the multipopulation component

"COMP_MULTIPOP_N": 10,-> Set the number of subpopulations in 10

"COMP_MUT": 0,

"COMP_MUT_PERC": 0.05,

"COMP_MUT_ELI": 0.5,

"COMP_MUT_STD": 0.1,

"COMP_EXCLUSION": 1,-> Enable the exclusion component

"COMP_EXCLUSION_REXCL": 22.9,-> Set the exclusion radio in 22.9

"COMP_ANTI_CONVERGENCE": 1,-> Enable the anti-convergence component

"COMP_ANTI_CONVERGENCE_RCONV": 39.7,-> Set the anti-convergence radio in 39.7

"COMP_LOCAL_SEARCH": 0,

"COMP_LOCAL_SEARCH_ETRY": 20,

"COMP_LOCAL_SEARCH_RLS": 1

}








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