International Journal of Artificial Intelligence Tools · 2003 · 187 citations · 47 references
ComputingComputational EngineeringComputer ScienceArtificial IntelligenceOptimizationTransportation EngineeringCombinatorial OptimizationEvolutionary ComputationEvolutionary OptimizationGenetic AlgorithmsHeuristic SearchTransportation ProblemsAnt Colony OptimizationArtificial Bee ColonyBee-inspired OptimizationBio-inspired Swarm AlgorithmsEvolutionary AlgorithmsSimulated AnnealingTraveling Salesman ProblemTraveling Salesperson Problem
The Bee System (an artificial bee swarm) is introduced in this paper. The proposed approach is applied to the Traveling Salesman Problem. The obtained results are very promising. The potential applications of the developed Bee System in the field of transportation engineering are discussed. The Bee System represents the new, successful application of emergent techniques based on natural metaphors, such as simulated annealing, genetic algorithms, and neural networks, to the complex engineering and management problems.
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