Quick convergence algorithm of ACO based on convergence grads expectation.
Zhongming YangYong QinYunfu JiaPublished in: Int. J. High Perform. Comput. Netw. (2018)
Keyphrases
- convergence rate
- iterative algorithms
- convergence property
- learning algorithm
- computational complexity
- computational cost
- dynamic programming
- stochastic approximation
- cost function
- np hard
- theoretical justification
- high accuracy
- preprocessing
- optimal solution
- times faster
- convergence theorem
- weight update
- faster convergence
- matching algorithm
- detection algorithm
- optimization algorithm
- computationally efficient
- expectation maximization
- k means
- input data
- neural network
- rapid convergence
- lower bound
- ant colony optimisation
- significant improvement
- experimental evaluation
- multi objective evolutionary algorithms
- particle swarm optimization
- ant colony algorithm
- improved algorithm
- recognition algorithm
- theoretical analysis
- ant colony optimization