A Review of 315 Benchmark and Test Functions for Machine Learning Optimization Algorithms and Metaheuristics with Mathematical and Visual Descriptions.
M. Z. NaserMohammad Khaled al-BashitiArash Teymori Gharah TapehArmin Dadras EslamlouAhmed NaserVenkatesh KodurRami HawilehJamal A. AbdallaNima KhodadadiAmir H. GandomiPublished in: CoRR (2024)
Keyphrases
- test functions
- optimization problems
- numerical optimization
- machine learning
- evolutionary algorithm
- differential evolution
- learning algorithm
- multimodal functions
- global optimization problems
- solution space
- combinatorial optimization
- high level
- test problems
- evolutionary computation
- particle swarm optimization algorithm
- optimization algorithm
- artificial intelligence
- nsga ii
- optimization methods
- machine learning algorithms
- pso algorithm
- global optimization
- genetic programming
- optimization method
- particle swarm optimization
- computational efficiency
- metaheuristic
- scheduling problem
- benchmark problems
- fitness function
- global convergence
- computational complexity
- tabu search
- data mining