Research Article
A Species Conservation-Based Particle Swarm Optimization with Local Search for Dynamic Optimization Problems
Algorithm 2
The procedure of species conservation.
| | Input: species seed set saved at the species seed determination procedure and the newly generated population , species radius . | | Output: the population after the species conservation procedure. | | (1) | Mark all individuals in population as unprocessed; | | (2) | for alldo | | (3) | Select the worst unprocessed individual which satisfy ; | | (4) | if exists then | | (5) | if is fitter than then | | (6) | replace with ; | | (7) | end if | | (8) | else | | (9) | replace the worst unprocessed in with ; | | (10) | end if | | (11) | Mark as processed; | | (12) | end for |
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