Metaheuristic-based hyperparameter optimization for multi-disease detection and diagnosis in machine learning.
Jagandeep SinghJasminder Kaur SandhuYogesh KumarPublished in: Serv. Oriented Comput. Appl. (2024)
Keyphrases
- metaheuristic
- optimization problems
- machine learning
- combinatorial optimization
- optimization method
- simulated annealing
- tabu search
- harmony search
- scatter search
- ant colony optimization
- path relinking
- continuous optimization
- search space
- combinatorial optimization problems
- iterated local search
- vehicle routing problem
- optimal solution
- evolutionary algorithm
- max min
- solution space
- particle swarm optimization
- suboptimal solutions
- decision trees
- variable neighborhood search
- genetic algorithm
- multi start
- hybrid metaheuristic
- mathematical programming
- fault diagnosis
- model selection
- multi objective
- objective function
- ant colony optimization metaheuristic
- benchmark instances
- benchmark problems
- feasible solution
- learning algorithm