A LPSO-SGD algorithm for the Optimization of Convolutional Neural Network.
Guixiang LaiFeipeng LiJiqiang FengShi ChengJian ChengPublished in: CEC (2019)
Keyphrases
- optimization algorithm
- learning algorithm
- experimental evaluation
- computational complexity
- cost function
- worst case
- k means
- optimization method
- objective function
- stochastic gradient
- stochastic gradient descent
- detection algorithm
- segmentation algorithm
- linear programming
- optimal solution
- dynamic programming
- np hard
- search space
- times faster
- convergence rate
- optimization process
- significant improvement
- recommender systems
- genetic algorithm
- high accuracy
- computational cost
- monte carlo
- optimization strategies