Metaheuristic optimization algorithms: a comprehensive overview and classification of benchmark test functions.
Pankaj SharmaSaravanakumar RajuPublished in: Soft Comput. (2024)
Keyphrases
- optimization problems
- metaheuristic
- test functions
- combinatorial optimization
- numerical optimization
- multimodal functions
- evolutionary algorithm
- solution space
- test problems
- tabu search
- combinatorial optimization problems
- differential evolution
- simulated annealing
- global optimization
- global optimization problems
- pso algorithm
- benchmark instances
- optimization method
- metaheuristic algorithms
- nsga ii
- particle swarm optimization
- optimization methods
- ant colony optimization
- evolutionary computation
- worst case
- machine learning
- vehicle routing problem
- benchmark problems
- harmony search
- optimal solution
- scatter search
- genetic algorithm
- feasible solution
- suboptimal solutions
- decision trees
- search space
- special case
- artificial immune system
- evolution strategy
- knapsack problem
- optimization algorithm
- hybrid algorithm