A CNN pruning approach using constrained binary particle swarm optimization with a reduced search space for image classification.
Jihene TmamnaEmna Ben AyedRahma FouratiAmir HussainMounir Ben AyedPublished in: Appl. Soft Comput. (2024)
Keyphrases
- search space
- binary particle swarm optimization
- image classification
- fitness function
- effective pruning
- global optimization
- binary gravitational search algorithm
- heuristic search
- search algorithm
- routing problem
- image representation
- branch and bound
- feature extraction
- search strategy
- genetic algorithm ga
- particle swarm optimization
- evolutionary computation
- metaheuristic
- particle swarm
- exhaustive search
- cellular neural networks
- higher recognition rate
- prune the search space
- optimal solution
- image features
- neural network
- lower bound
- search strategies
- computer vision
- convolutional neural network
- special case