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This paper investigates the frequency distribution of candidate solutions in the search space when angle modulation is applied to particle swarm optimisation (PSO). It is shown that angle modulated particle swarm optimisers (AMPSO) have non-uniform solution frequency distributions. A new technique is introduced to ensure that the frequency distribution of candidate solutions is uniform. The new technique...
In spite of substantial research applying evolutionary algorithms and swarm based algorithms to solve dynamic problems, the classification of dynamic environments is missing universal standards. This paper examines the various methods used so far to characterise dynamic optimisation problems and proposes an inclusive classification system. Additionally, a way to generate environments of each type...
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