A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms.
Joaquín DerracSalvador GarcíaDaniel MolinaFrancisco HerreraPublished in: Swarm Evol. Comput. (2011)
Keyphrases
- swarm intelligence
- statistical tests
- evolutionary computation
- ant colony optimization
- bio inspired
- computational intelligence
- learning algorithm
- ant colonies
- particle swarm optimization
- theoretical and empirical study
- nature inspired
- combinatorial optimization
- social insects
- swarm optimization
- artificial bee colony
- evolutionary computing
- particle swarm optimization pso
- statistical methods
- evolutionary algorithm
- computational complexity
- genetic algorithm
- machine learning
- sample size
- artificial immune system
- machine learning algorithms
- statistical analysis
- upper bound
- expert systems
- swarm robotics