Data Optimization using PSO and K-Means Algorithm.
Abdul RahmatAhmad Arif NurrahmanSusatyo Adhi PramonoDadi AhmadiWinci FirdausRobbi RahimPublished in: J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl. (2023)
Keyphrases
- k means
- optimization algorithm
- particle swarm optimization
- input data
- noisy data
- particle swarm optimization algorithm
- hybrid algorithm
- learning algorithm
- detection algorithm
- expectation maximization
- preprocessing
- dynamic programming
- particle swarm
- clustering method
- spectral clustering
- optimization process
- optimization method
- synthetic datasets
- data structure
- optimal solution
- faster convergence
- training data
- cluster centers
- data sets
- hybrid optimization algorithm
- np hard
- multi objective
- computational complexity
- evolution strategy
- neural network
- quantum behaved particle swarm optimization
- particle swarm optimisation
- objective function
- clustering analysis
- premature convergence
- data streams
- high dimensional data
- global search
- data analysis
- search space
- convergence rate
- probabilistic model