Optimization Improvement and Clustering Application Based on Moth-Flame Algorithm.
Lvyang YeHuajuan HuangXiuxi WeiPublished in: ICIC (3) (2022)
Keyphrases
- k means
- optimization algorithm
- clustering method
- learning algorithm
- times faster
- combinatorial optimization
- optimal solution
- hierarchical clustering
- dynamic programming
- optimization model
- simulated annealing
- high accuracy
- search space
- preprocessing
- objective function
- similarity measure
- optimization process
- neural network
- data clustering
- nonnegative matrix factorization
- synthetic and real datasets
- optimization method
- distance metric
- detection algorithm
- segmentation algorithm
- spectral clustering
- expectation maximization
- convergence rate
- improved algorithm
- np hard
- significant improvement
- clustering algorithm
- data sets
- optimization criteria