Quero um código Latex que escreva o seguinte algoritmo usando \begin{algorithm}e \begin{algorithmic}. eu fiz isso
\floatname{algorithm}{Procedure}
\renewcommand{\algorithmicrequire}{\textbf{Input:}}
\renewcommand{\algorithmicensure}{\textbf{Output:}}
mas não sei como conseguir outros como inicializar ..
Entrada:
f: the function to optimize
ps: the swarm size
d: the problem dimension
Saída:
x*: the best fitness value found
Inicializar:
x_i = (x$_{i1}$,$\cdots$, x_{id}) and v_{i} = (v_{i1}, $\cdots$, $v_{id}$), for all particles in problem space
evaluate f(x_i) in d variables and get pbest_i, (i = 1, $\cdots$, ps)
gbest $\gets$ best of pbest_i
calcular V_max usando a equação (7)
**While** stopping criteria is false do
Begin Loop for ps times
Begin Loop for d times
**update v_i for particle using equation (4)**
validate for velocity boundaries using V_max
End
**generate \tau**
**update x_i for particle using equation (5) or equation (6)**
validate for position boundaries
End
If f(x_i) < f(pbest_i) then
pbest_i $\gets$ x_i
end if
If f(x_i) < f(gbest_i) then
gbest_i $\gets$ x_i
end if
**End while**
x* $\gets$ gbest
Return x*
Fim do Algoritmo PSO