ABSTRACT
Recall brie£y the comparison of performance in Chapter 2 that the original PSO performed unsatisfactorily on some simple examples, such as the sphere function. ¢e reason is because the original PSO algorithm has weak local search ability. It should be noted here that the trade-o between local search (exploitation) and global search (exploration) is vital for the performance of the algorithm.
