Research Article

A Digital Twin-Based Visual Servoing with Extreme Learning Machine and Differential Evolution

Algorithm 1

Framework of the proposed EA-ELM-IBVS.
Input
: the input training set, the size is
: the output training set, the size is
the input validation set, the size is
: the output validation set, the size is
Output
: the camera cartesian space velocity
Begin
 Normalized and in ;
;
;
;
fordo
  Output value of hidden layer ;
  Activation function ;
  Output weight matrix ;
  Output value of hidden layer ;
  Activation function
  ;
  
end for
fordo
  ;
  ;
  ;
end for
get optimal value based on ;
Return;
end