Implementation of Genetic Algorithm (GA) for Hyperparameter Optimization in a Termite Detection System.
Muhammad Achirul NandaKudang Boro SeminarMohamad SolahudinAkhiruddin MadduDodi NandikaPublished in: ICGSP (2018)
Keyphrases
- genetic algorithm ga
- parameter optimization
- real coded
- fitness function
- particle swarm optimization pso
- artificial neural networks
- genetic algorithm
- simulated annealing
- premature convergence
- hybrid ga
- model selection
- parameter settings
- hyperparameters
- optimization problems
- optimization method
- particle swarm optimisation
- global search
- genetic operators
- optimization algorithm
- fitness values
- crossover and mutation operators
- artificial bee colony
- cross validation
- evolution strategy
- evolutionary algorithm
- hill climbing
- combinatorial optimization
- neural network
- closed form
- genetic programming