Metaheuristic Optimization of Insulin Infusion Protocols Using Historical Data with Validation Using a Patient Simulator.
Hongyu WangLynne ChepulisRyan G. PaulMichael MayoPublished in: Vietnam. J. Comput. Sci. (2021)
Keyphrases
- historical data
- metaheuristic
- optimization problems
- combinatorial optimization
- optimization method
- tabu search
- harmony search
- simulated annealing
- scatter search
- ant colony optimization
- evolutionary algorithm
- continuous optimization
- genetic algorithm
- path relinking
- particle swarm optimization
- iterated local search
- optimal solution
- vehicle routing problem
- optimization algorithm
- search space
- benchmark instances
- diabetic patients
- data mining techniques
- guided local search
- suboptimal solutions
- hybrid metaheuristic
- objective function
- variable neighborhood search
- benchmark problems
- evolution strategy
- stock price
- mathematical programming
- global optimization
- job shop scheduling problem
- memetic algorithm
- neural network
- knapsack problem
- diabetes mellitus
- cost function
- machine learning