New optimal controller tuning method for an AVR system using a simplified Ant Colony Optimization with a new constrained Nelder-Mead algorithm.
Maude-Josée BlondinJavier SanchisPierre SicardJ. M. HerreroPublished in: Appl. Soft Comput. (2018)
Keyphrases
- ant colony optimization
- dynamic programming
- ant colony algorithm
- aco algorithm
- hybrid algorithm
- cost function
- ant colony
- nelder mead
- objective function
- particle swarm optimization
- exhaustive search
- metaheuristic
- computational efficiency
- optimization algorithm
- optimization method
- simplex algorithm
- worst case
- optimal solution
- computational complexity
- mathematical model
- np hard
- combinatorial optimization
- metaheuristic algorithms
- function optimization
- ant colonies
- optimal parameters
- swarm intelligence
- traveling salesman problem
- linear program
- simulated annealing
- parameter settings
- particle swarm optimization algorithm
- multi objective
- control parameters
- convergence rate
- artificial ants
- genetic algorithm
- evolutionary strategy
- artificial immune system
- search space
- constrained optimization
- randomly generated
- knapsack problem