Inproceedings,

Geometric Particle Swarm Optimization

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Proceedings of the 10th European Conference on Genetic Programming, volume 4445 of Lecture Notes in Computer Science, page 125--136. Valencia, Spain, Springer, (11 - 13 April 2007)
DOI: doi:10.1007/978-3-540-71605-1_12

Abstract

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. We demonstrate this for the cases of Euclidean, Manhattan and Hamming spaces.

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