Multi-objective Precision Optimization of Deep Neural Networks for Edge Devices.
Nhut-Minh HoRamesh VaddiWeng-Fai WongPublished in: DATE (2019)
Keyphrases
- multi objective
- optimization algorithm
- neural network
- multiple objectives
- evolutionary optimization
- evolutionary algorithm
- multiobjective optimization
- conflicting objectives
- genetic algorithm
- optimum design
- optimization problems
- engineering design problems
- optimization method
- multi objective optimization
- multi objective evolutionary algorithms
- objective function
- edge detection
- optimization process
- constrained optimization
- nsga ii
- pareto optimal
- particle swarm
- global optimization
- artificial neural networks
- single objective optimization
- precision and recall
- optimization methods
- pattern recognition
- neural nets
- particle swarm optimization
- fuzzy logic
- bi objective
- highly non linear
- multi objective evolutionary
- high precision
- back propagation
- sufficient conditions
- mobile devices
- training process
- multi layer
- weighted graph
- embedded systems
- multilayer perceptron
- edge detector
- estimation of distribution algorithms
- particle swarm optimization pso
- combinatorial optimization
- fitness function
- trade off