Create Description.md

Author: JingweiToo

Description.md

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+# Detail Parameter Settings / Default Setting
+Extra parameters of listed methods other than population size / number of solutions and maximum number of iterations
+
+## Ant Colony Optimization (ACO)
+* ACO contains 5 extra parameters
+```code 
+opts.tau   = 1;      % pheromone value
+opts.eta   = 1;      % heuristic desirability
+opts.alpha = 1;      % control pheromone
+opts.beta  = 0.1;    % control heuristic
+opts.rho   = 0.2;    % pheromone trail decay coefficient
+```
+
+## Ant Colony System (ACS)
+* ACS contains 6 extra parameters
+```code 
+opts.tau   = 1;      % pheromone value
+opts.eta   = 1;      % heuristic desirability
+opts.alpha = 1;      % control pheromone
+opts.beta  = 1;      % control heuristic
+opts.rho   = 0.2;    % pheromone trail decay coefficient
+opts.phi   = 0.5;    % pheromena coefficient
+```
+
+## Artificial Bee Colony (ABC)
+* ABC contains 1 extra parameter
+```code 
+opts.max   = 5;      % Maximum limits allowed
+```
+
+## Artificial Butterfly Optimization (ABO)
+* ABO contains 3 extra parameters
+```code 
+opts.stepe = 0.05;    % control number of sunspot 
+opts.ratio = 0.2;     % control step
+opts.ty   = 1;        % version 1 or 2
+```
+
+## Atom Search Optimization (ASO)
+* ASO contains 2 extra parameters
+```code 
+opts.alpha = 50;     % depth weight
+opts.beta  = 0.2;    % multiplier weight
+```
+
+## Bat Algorithm (BA)
+* BA contains 6 extra parameters
+```code 
+opts.fmax   = 2;      % maximum frequency
+opts.fmin   = 0;      % minimum frequency
+opts.alpha  = 0.9;    % constant
+opts.gamma  = 0.9;    % constant
+opts.A      = 2;      % maximum loudness
+opts.r      = 1;      % maximum pulse rate
+```
+
+## Butterfly Optimization Algorithm (BOA)
+* BOA contains 2 extra parameters
+```code 
+opts.c  = 0.01;    % modular modality
+opts.p  = 0.8;     % switch probability
+```
+
+## Crow Search Algorithm (CSA)
+* CSA contains 2 extra parameters
+```code 
+opts.AP  = 0.1;    % awareness probability
+opts.fl  = 1.5;    % flight length
+```
+
+## Cuckoo Search (CS)
+* CS contains 1 extra parameter
+```code 
+opts.Pa  = 0.25;   % discovery rate
+```
+
+## Differential Evolution (DE)
+* DE contains 2 extra parameters
+```code 
+opts.CR = 0.9;    % crossover rate
+opts.F  = 0.5;    % constant factor
+```
+
+## Emperor Penguin Optimizer (EPO)
+* EPO contains 3 extra parameters
+```code 
+opts.M  = 2;      % movement parameter
+opts.f  = 3;      % control parameter
+opts.l  = 2;      % control parameter
+```
+
+## Emperor Penguin Optimizer (EPO)
+* EPO contains 3 extra parameters
+```code 
+opts.M  = 2;      % movement parameter
+opts.f  = 3;      % control parameter
+opts.l  = 2;      % control parameter
+```
+
+
+## Equilibrium Optimizer (EO)
+* EO contains 3 extra parameters
+```code 
+opts.a1  = 2;      % constant
+opts.a2  = 1;      % constant
+opts.GP  = 0.5;    % generation probability 
+```
+
+## Firefly Algorithm (FA)
+* FA contains 4 extra parameters
+```code 
+opts.alpha  = 1;       % constant
+opts.beta0  = 1;       % light amplitude
+opts.gamma  = 1;       % absorbtion coefficient
+opts.theta  = 0.97;    % control alpha
+```
+
+## Flower Pollination Algorithm (FPA)
+* FPA contains 1 extra parameter
+```code 
+opts.P  = 0.8;      % switch probability
+```
+
+## Genetic Algorithm (GA)
+* GA contains 2 / 3 extra parameters
+```code 
+opts.CR  = 0.8;      % crossover rate
+opts.MR  = 0.01;     % mutation rate
+opts.Ts  = 3;        % tournament size (only for 'gat')
+```
+
+## Gravitational Search Algorithm (GSA)
+* GSA contains 2 extra parameters
+```code 
+opts.G0     = 100;   % initial gravitational constant
+opts.alpha  = 20;    % cosntant
+```
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