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Geometric Particle Swarm Optimization
Journal of Artificial Evolution and Applications
Using a geometric framework for the interpretation of crossover of recent introduction, we show an intimate connection between particle swarm optimisation (PSO) and evolutionary algorithms. This connection enables us to generalise PSO to virtually any solution representation in a natural and straightforward way. The new Geometric PSO (GPSO) applies naturally to both continuous and combinatorial spaces. We demonstrate this for the cases of Euclidean, Manhattan and Hamming spaces and reportdoi:10.1155/2008/143624 fatcat:oawa66tgbjepzgfqzuxr6uj2w4