The Optimisation for Local Coupled Extreme Learning Machine Using Differential Evolution

Algorithm 1

Local coupled extreme learning machine.

Require:

   , the training set ,

   , the activation function,

   , the similarity function,

   , the fuzzy membership function,

   , the number of hidden nodes,

   , the radius of fuzzy membership functions.

(1) Randomly assign hidden node parameters (, ) and the hidden node address .

(2) Calculate the hidden layer output matrix .

(3) Calculate the output weight .