Hybrid Algorithm Selection and Hyperparameter Tuning on Distributed Machine Learning Resources: A Hierarchical Agent-based Approach.
Ahmad EsmaeiliJulia Taylor RayzEric T. MatsonPublished in: CoRR (2023)
Keyphrases
- learning resources
- hybrid algorithm
- multi agent
- learning systems
- learning objects
- learning experience
- mobile agents
- simulated annealing
- e learning
- tabu search
- particle swarm optimization
- agent technology
- learning technologies
- metadata
- differential evolution
- learning styles
- particle swarm optimization pso
- authoring tool
- web resources
- optimal solution
- technology enhanced learning
- artificial bee colony algorithm
- ant colony optimization
- optimization method
- learning materials
- hybrid optimization algorithm
- genetic algorithm
- standard test problems
- educational resources
- multi agent systems
- hybrid algorithms
- neural network
- learning spaces
- learning design
- learning content
- global optimization
- optimization algorithm
- learning process
- collaborative tagging
- artificial neural networks
- search algorithm
- database
- imperialist competitive algorithm
- parameter settings
- pso algorithm
- language learning
- metaheuristic
- initial solution
- reinforcement learning
- multimedia