Prediction of Native Protein Conformation by a Hybrid Algorithm of Clonal Selection and Differential Evolution.
Iryna FefelovaAndrey FefelovVolodymyr LytvynenkoOksana OhnievaSaule SmailovaPublished in: ISDMCI (2021)
Keyphrases
- hybrid algorithm
- differential evolution
- clonal selection
- premature convergence
- protein structure
- evolutionary algorithm
- protein folding
- particle swarm optimization
- mutation operator
- particle swarm optimization pso
- convergence speed
- optimization algorithm
- amino acids
- parameter optimization
- optimization method
- differential evolution algorithm
- particle swarm
- test functions
- genetic algorithm
- artificial immune system
- clonal selection algorithm
- function optimization
- search capabilities
- simulated annealing
- constrained optimization problems
- crossover operator
- multi objective optimization
- hybrid method
- biogeography based optimization
- evolutionary programming
- evolution strategy
- pso algorithm
- protein sequences
- initial population
- artificial bee colony
- evolutionary computation
- ant colony optimization
- particle swarm optimisation
- genetic programming
- multi objective
- global search
- swarm intelligence