EcoPS: a particle swarm algorithm to model group-foraging

Authors:
Cecilia Di Chio;Riccardo Poli;Paolo Di Chio
Affiliations:
University of Essex, Colchester, United Kingdom;University of Essex, Colchester, United Kingdom;University of L'Aquila, L'Aquila, Italy
Venue:
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Year:
2007

Citing 2
Cited 1

Swarm intelligence

Swarm intelligence
Modelling group-foraging behaviour with particle swarms

PPSN'06 Proceedings of the 9th international conference on Parallel Problem Solving from Nature

EcoPS: a model of group-foraging with particle swarm systems

ECAL'07 Proceedings of the 9th European conference on Advances in artificial life

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Abstract

Recent work has introduced a simulation model of ecological processes in terms of a very simple Particle Swarm algorithm. This abstract model produced qualitatively realistic behaviours, but do these results hold up in a model constrained by more plausible biological assumptions? The objective of this paper is to answer this question.