Research Article
A Transition Control Mechanism for Artificial Bee Colony (ABC) Algorithm
Algorithm 2
Onlooker bee phase with the tl mechanism.
| (1) | //Onlooker bee phase | | (2) | assign a value to tf parameter ranging between 0 and 1 | | (3) | //generate a vector filled with 0 | | (4) | //a counter used to count transitioned employed bees | | (5) | for do | | (6) | assign value by using equation (6) | | (7) | if then | | (8) | | | (9) | end if | | (10) | end for | | (11) | Find probability values of each food source by using equation (4) | | (12) | if then | | (13) | | | (14) | get the first transitioned food source index by using | | (15) | while do | | (16) | if then | | (17) | | | (18) | randomly select a transitioned food source except than | | (19) | Generate new solution around the by using equation (2) | | (20) | Calculate fitness value of new solution | | (21) | if then | | (22) | Change with | | (23) | end if | | (24) | | | (25) | end if | | (26) | get the next transitioned food source index by using | | (27) | end while | | (28) | else | | (29) | | | (30) | get transitioned food source index by using | | (31) | while do | | (32) | | | (33) | randomly select a food source except than | | (34) | Generate new solution around the by using equation (2) | | (35) | Calculate fitness value of new solution | | (36) | if then | | (37) | Change with | | (38) | end if | | (39) | | | (40) | end while | | (41) | end if |
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