Swarm intelligence
Parameter Selection in Particle Swarm Optimization
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
Evolutionary Optimization Versus Particle Swarm Optimization: Philosophy and Performance Differences
EP '98 Proceedings of the 7th International Conference on Evolutionary Programming VII
Predictive models for the breeder genetic algorithm i. continuous parameter optimization
Evolutionary Computation
The particle swarm - explosion, stability, and convergence in amultidimensional complex space
IEEE Transactions on Evolutionary Computation
Center particle swarm optimization
Neurocomputing
Scalability of particle swarm algorithms
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Cultural Particle Swarm Algorithms for Constrained Multi-objective Optimization
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part IV: ICCS 2007
Mean particle swarm optimisation for function optimisation
International Journal of Computational Intelligence Studies
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Heterogeneous particle swarm optimizers
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Heterogeneous particle swarm optimization
ANTS'10 Proceedings of the 7th international conference on Swarm intelligence
Virus-Evolutionary particle swarm optimization algorithm
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
A new PSO model mimicking bio-parasitic behavior
ICSI'10 Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I
Adaptive inertia weight particle swarm optimization
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Randomization in particle swarm optimization for global search ability
Expert Systems with Applications: An International Journal
An heterogeneous particle swarm optimizer with predator and scout particles
AIS'12 Proceedings of the Third international conference on Autonomous and Intelligent Systems
A mixed-discrete Particle Swarm Optimization algorithm with explicit diversity-preservation
Structural and Multidisciplinary Optimization
Critical interplay between density-dependent predation and evolution of the selfish herd
Proceedings of the 15th annual conference on Genetic and evolutionary computation
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In this paper we present and discuss the results of experimentally comparing the performance of several variants of the standard swarm particle optimiser and a new approach to swarm based optimisation. The new algorithm, which we call predator prey optimiser, combines the ideas of particle swarm optimisation with a predator prey inspired strategy, which is used to maintain diversity in the swarm and preventing premature convergence to local suboptima. This algorithm and the most common variants of the particle swarm optimisers are tested in a set of multimodal functions commonly used as benchmark optimisation problems in evolutionary computation.