Research Article

Optimal Design of Voltage Reference Circuit and Ring Oscillator Circuit Using Multiobjective Differential Evolution Algorithm

Algorithm 1

MODE Algorithm.
Step 1: Initialize D (dimension of optimization problem), Np (population size), F (scaling factor), CR (crossover rate), and max   (Maximum iteration cycle)
Step 2:Initialize for = 0 the D-dimensional Np populations as
(where i = 1, 2,..., NP) within the bounds and .
Step 3: for i= 1 to Np
 {
  for j = 1 to D
  {
   
  }
 }
Step 4: for = 1 to
 {
  for i = 1 to Np
  {
   
    where
   Compute for each where .
   jrand = [rand(0,1) x D];
   for j = 1 to D.
   {
    
   }
   Determine whether the target vector survives for the next generation.
     
   }
  }