SA ALGORITHM: | POWELL’S METHOD: |
1) Select an initial solution S. 2) Select an initial temperature 3) While lower bound, do the following: 3.1) Perform the following L times: (i) Select a random neighbour S1 of S (ii) (iii) If (downhill move); set. (iv) If (uphill move), set with probability, 3.2) Set (reduce temperature by cooling factor). 4) Return to S in step 1. | 1) Select a starting point p0 (in N-dimension) and set. 2) Minimize the function f in each of the N search directions. The function value at the end of each search is. Note: 3) Set and compute 4) If then replace the search direction of maximum change to. 5) Repeat steps 2 - 4 until the algorithm converges to the required global optimum [28] . |